Conference Papers
2023
C.-Y. Hsieh, C.-J. Chang, F.-E. Yang, Y.-C. F. Wang, "Self-Supervised Pyramid Representation Learning for Multi-Label Visual Analysis and Beyond", IEEE Winter Conference on Applications of Computer Vision (WACV), Jan 2023.
2022
C.-F. Yang, Y.-H. H. Tsai, W.-C. Fan, R. Salakhudinov, L.-P. Morency, Y.-C. F. Wang, "Paraphrasing Is All You Need for Novel Object Captioning", Neural Information Processing Systems (NeurIPS), December 2022.
S.-Y. Huang*, H.-Y. M. Hsu*, Y.-C. F. Wang, "SPoVT: Semantic-Prototype Variational Transformer for Dense Point Cloud Semantic Completion", Neural Information Processing Systems (NeurIPS), December 2022.
Y.-Y. Xu, Y.-Y. Ji, S.-Y. Huang, Z.-H. Lin, Y.-C. F. Wang, "3D-SelfCutMix: Self-Supervised Learning for 3D Point Cloud Analysis", IEEE International Conference on Image Processing (ICIP), October 2022
Z.-H. Lin, W.-C. Ma, H.-Y. M. Hsu, Y.-C. F. Wang, S. Wang, "NeurMiPs: Neural Mixture of Planar Experts for View Synthesis", IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2022. (PDF)
C.-A. Yang, C.-Y. Tan, W.-C. Fan, C.-F. Yang, M.-L. Wu, and Y.-C. F. Wang, "Scene Graph Expansion for Semantics-Guided Image Outpainting", IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2022. (PDF)
C.-C. Yang, W.-C. Fan, C.-F. Yang, and Y.-C. F. Wang, "Cross-Modal Mutual Learning for Audio-Visual Speech Recognition and Manipulation", The 36th AAAI Conference on Artificial Intelligence (AAAI), Feb. 2022 (oral presentation).
Y.-H. Lee, F.-E. Yang, Y.-C. F. Wang, "A Pixel-Level Meta-Learner for Weakly Supervised Few-Shot Semantic Segmentation", IEEE Winter Conference on Applications of Computer Vision (WACV), Jan 2022. (PDF)
S.-Y. Huang*, H.-Y. M. Hsu*, Y.-C. F. Wang, "SPoVT: Semantic-Prototype Variational Transformer for Dense Point Cloud Semantic Completion", Neural Information Processing Systems (NeurIPS), December 2022.
Y.-Y. Xu, Y.-Y. Ji, S.-Y. Huang, Z.-H. Lin, Y.-C. F. Wang, "3D-SelfCutMix: Self-Supervised Learning for 3D Point Cloud Analysis", IEEE International Conference on Image Processing (ICIP), October 2022
Z.-H. Lin, W.-C. Ma, H.-Y. M. Hsu, Y.-C. F. Wang, S. Wang, "NeurMiPs: Neural Mixture of Planar Experts for View Synthesis", IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2022. (PDF)
C.-A. Yang, C.-Y. Tan, W.-C. Fan, C.-F. Yang, M.-L. Wu, and Y.-C. F. Wang, "Scene Graph Expansion for Semantics-Guided Image Outpainting", IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2022. (PDF)
C.-C. Yang, W.-C. Fan, C.-F. Yang, and Y.-C. F. Wang, "Cross-Modal Mutual Learning for Audio-Visual Speech Recognition and Manipulation", The 36th AAAI Conference on Artificial Intelligence (AAAI), Feb. 2022 (oral presentation).
Y.-H. Lee, F.-E. Yang, Y.-C. F. Wang, "A Pixel-Level Meta-Learner for Weakly Supervised Few-Shot Semantic Segmentation", IEEE Winter Conference on Applications of Computer Vision (WACV), Jan 2022. (PDF)
2021
F.-E. Yang, Y.-C. Cheng, Z.-Y. Shiau, Y.-C. F. Wang, "Adversarial Teacher-Student Representation Learning for Domain Generalization", Neural Information Processing Systems (NeurIPS), December 2021. (top 3% for spotlight presentation) (PDF)
H.-H. Yang, F.-E. Wang, C. Sun, K.-C. Huang, H.-W. Chen, Y. Chen, H.-C. Chen, C.-Y. Liao, S.-H. Kao, Y.-C. F. Wang, C.-J. Lan, "Leveraging Auxiliary Information from EMR for Weakly Supervised Pulmonary Nodule Detection," the 24th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), September 2021. (PDF)
Y.-C. Cheng, C.-S. Lin, F.-E. Yang, Y.-C. F. Wang, "Few-Shot Classification in Unseen Domains by Episodic Meta-Learning Across Visual Domains", IEEE International Conference on Image Processing (ICIP), September 2021 (PDF)
Z.-Y. Shiau, W.-W. Lin, C.-S. Lin, Y.-C. F. Wang, "Meta-Learned Feature Critics for Domain-Generalized Semantic Segmentation", IEEE International Conference on Image Processing (ICIP), September 2021 (PDF)
C.-S. Lin, Y.-C. F. Wang, "Self-Supervised Bodymap-to-Appearance Co-Attention for Partial Person Re-Identification", IEEE International Conference on Image Processing (ICIP), September 2021 (PDF)
S.-F. Chen, J.-W. Yan, Y.-F. Su, Y.-C. F. Wang, "Representation Decomposition for Image Manipulation and Beyond", IEEE International Conference on Image Processing (ICIP), September 2021 (PDF)
C.-Y. Tan, C.-A. Yang, S.-F. Chen, M.-L. Wu, Y.-C. F. Wang, "Robust Image Outpainting with Learnable Image Margins", IEEE International Conference on Image Processing (ICIP), September 2021 (PDF)
C.-F. Yang*, W.-C. Fan*, F.-E. Yang, Y.-C. F. Wang, "LayoutTransformer: Scene Layout Generation with Conceptual and Spatial Diversity", IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2021 (* indicates equal contributions). (PDF)
Y.-B. Lin, Y.-C. F. Wang, "Exploiting Audio-Visual Consistency with Partial Supervision for Spatial Audio Generation", The 35th AAAI Conference on Artificial Intelligence (AAAI), Feb. 2021
H.-H. Yang, F.-E. Wang, C. Sun, K.-C. Huang, H.-W. Chen, Y. Chen, H.-C. Chen, C.-Y. Liao, S.-H. Kao, Y.-C. F. Wang, C.-J. Lan, "Leveraging Auxiliary Information from EMR for Weakly Supervised Pulmonary Nodule Detection," the 24th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), September 2021. (PDF)
Y.-C. Cheng, C.-S. Lin, F.-E. Yang, Y.-C. F. Wang, "Few-Shot Classification in Unseen Domains by Episodic Meta-Learning Across Visual Domains", IEEE International Conference on Image Processing (ICIP), September 2021 (PDF)
Z.-Y. Shiau, W.-W. Lin, C.-S. Lin, Y.-C. F. Wang, "Meta-Learned Feature Critics for Domain-Generalized Semantic Segmentation", IEEE International Conference on Image Processing (ICIP), September 2021 (PDF)
C.-S. Lin, Y.-C. F. Wang, "Self-Supervised Bodymap-to-Appearance Co-Attention for Partial Person Re-Identification", IEEE International Conference on Image Processing (ICIP), September 2021 (PDF)
S.-F. Chen, J.-W. Yan, Y.-F. Su, Y.-C. F. Wang, "Representation Decomposition for Image Manipulation and Beyond", IEEE International Conference on Image Processing (ICIP), September 2021 (PDF)
C.-Y. Tan, C.-A. Yang, S.-F. Chen, M.-L. Wu, Y.-C. F. Wang, "Robust Image Outpainting with Learnable Image Margins", IEEE International Conference on Image Processing (ICIP), September 2021 (PDF)
C.-F. Yang*, W.-C. Fan*, F.-E. Yang, Y.-C. F. Wang, "LayoutTransformer: Scene Layout Generation with Conceptual and Spatial Diversity", IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2021 (* indicates equal contributions). (PDF)
Y.-B. Lin, Y.-C. F. Wang, "Exploiting Audio-Visual Consistency with Partial Supervision for Spatial Audio Generation", The 35th AAAI Conference on Artificial Intelligence (AAAI), Feb. 2021
2020
F.-E. Yang*, J.-C. Chang*, Y.-H. Lee, and Y.-C. F. Wang, "Dual-MTGAN: Stochastic and Deterministic Motion Transfer for Image-to-Video Synthesis", International Conference on Pattern Recognition (ICPR), Jan. 2021. (PDF)
C.-S. Lin, Y.-C. Cheng and Y.-C. F. Wang, "Domain Generalized Person Re-Identification via Cross-Domain Episodic Learning", International Conference on Pattern Recognition (ICPR), Jan. 2021. (PDF)
J.-W. Yan, C.-S. Lin, F.-E. Yang, Y.-J. Li and Y.-C. F. Wang, "Semantics-Guided Representation Learning with Applications to Visual Synthesis", International Conference on Pattern Recognition (ICPR), Jan. 2021. (PDF)
F.-G. Su, C.-S. Lin, and Y.-C. F. Wang, "Learning Interpretable Representation for 3D Point Clouds", International Conference on Pattern Recognition (ICPR), Jan. 2021.
Y.-B. Lin, and Y.-C. F. Wang, "Audiovisual Transformer with Instance Attention for Audio-Visual Event Localization", Asian Conference on Computer Vision (ACCV), November 2020. (PDF)
Y.-T. Liu, Y.-J. Li, and Y.-C. F. Wang, "Transforming Multi-Concept Attention into Video Summarization", Asian Conference on Computer Vision (ACCV), November 2020. (PDF)
W.-Y. Lee and Y.-C. F. Wang, "Learning Disentangled Feature Representations for Anomaly Detection", IEEE International Conference on Image Processing (ICIP), October 2020.
C.-W. Wu, C.-T. Liu, W.-C. Tu, Y. Tsao, Y.-C. F. Wang, and S.-Y. Chien, "Space-time Guided Association Learning for Unsupervised Person Re-Identification", IEEE International Conference on Image Processing (ICIP), October 2020
Y.-C. Chen, C.-T. Chou, and Y.-C. F. Wang, "Learning to learn in a semi-supervised fashion", European Conference on Computer Vision (ECCV), August 2020. (PDF)
P.-H. Huang, F.-E. Yang, Y.-C. F. Wang, "Learning Identity-Invariant Motion Representations for Cross-ID Face Reenactment", IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2020. (PDF)
Z.-H. Lin, S.-Y. Huang, Y.-C. F. Wang, "Convolution in the Cloud: Learning Deformable Kernels in 3D Graph Convolution Networks for Point Cloud Analysis", IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2020. (PDF)
C.-H. Chao*, P.-L. Hsu*, H.-Y. Lee, Y.-C. F. Wang, "Self-Supervised Deep Learning for Fisheye Image Rectification", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2020. (PDF)
C.-Y. Fan, C.-P. Liu, K.-C. Wang, J.-H. Jhan, Y.-C. F. Wang, J.-C. Chen, "Face Feature Recovery via Temporal Fusion for Person Search", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2020. (PDF)
C.-S. Lin, Y.-C. Cheng and Y.-C. F. Wang, "Domain Generalized Person Re-Identification via Cross-Domain Episodic Learning", International Conference on Pattern Recognition (ICPR), Jan. 2021. (PDF)
J.-W. Yan, C.-S. Lin, F.-E. Yang, Y.-J. Li and Y.-C. F. Wang, "Semantics-Guided Representation Learning with Applications to Visual Synthesis", International Conference on Pattern Recognition (ICPR), Jan. 2021. (PDF)
F.-G. Su, C.-S. Lin, and Y.-C. F. Wang, "Learning Interpretable Representation for 3D Point Clouds", International Conference on Pattern Recognition (ICPR), Jan. 2021.
Y.-B. Lin, and Y.-C. F. Wang, "Audiovisual Transformer with Instance Attention for Audio-Visual Event Localization", Asian Conference on Computer Vision (ACCV), November 2020. (PDF)
Y.-T. Liu, Y.-J. Li, and Y.-C. F. Wang, "Transforming Multi-Concept Attention into Video Summarization", Asian Conference on Computer Vision (ACCV), November 2020. (PDF)
W.-Y. Lee and Y.-C. F. Wang, "Learning Disentangled Feature Representations for Anomaly Detection", IEEE International Conference on Image Processing (ICIP), October 2020.
C.-W. Wu, C.-T. Liu, W.-C. Tu, Y. Tsao, Y.-C. F. Wang, and S.-Y. Chien, "Space-time Guided Association Learning for Unsupervised Person Re-Identification", IEEE International Conference on Image Processing (ICIP), October 2020
Y.-C. Chen, C.-T. Chou, and Y.-C. F. Wang, "Learning to learn in a semi-supervised fashion", European Conference on Computer Vision (ECCV), August 2020. (PDF)
P.-H. Huang, F.-E. Yang, Y.-C. F. Wang, "Learning Identity-Invariant Motion Representations for Cross-ID Face Reenactment", IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2020. (PDF)
Z.-H. Lin, S.-Y. Huang, Y.-C. F. Wang, "Convolution in the Cloud: Learning Deformable Kernels in 3D Graph Convolution Networks for Point Cloud Analysis", IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2020. (PDF)
C.-H. Chao*, P.-L. Hsu*, H.-Y. Lee, Y.-C. F. Wang, "Self-Supervised Deep Learning for Fisheye Image Rectification", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2020. (PDF)
C.-Y. Fan, C.-P. Liu, K.-C. Wang, J.-H. Jhan, Y.-C. F. Wang, J.-C. Chen, "Face Feature Recovery via Temporal Fusion for Person Search", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2020. (PDF)
2019
Y.-J. Li, C.-S. Lin, Y.-B. Lin, Y.-C. F. Wang, "Cross-Dataset Person Re-Identification via Unsupervised Pose Disentanglement and Adaptation", IEEE International Conference on Computer Vision (ICCV), October 2019. (PDF)
Y.-J. Li*, Y.-C. Chen*, Y.-Y. Lin, X. Du, Y.-C. F. Wang, "Recover and Identify: A Generative Dual Model for Cross-Resolution Person Re-Identification", IEEE International Conference on Computer Vision (ICCV), October 2019 (PDF)
H.-J. Peng, C.-M. Wang, Y.-C. F. Wang, "Element-Embedded Style Transfer Networks for Style Harmonization", British Machine Vision Conference (BMVC), September 2019 (PDF)
Y.-C. Chen, K.-J. Chang, Y.-H. Tsai, Y.-C. F. Wang, W.-C. Chiu, "Guide Your Eyes: Learning Image Manipulation under Saliency Guidance", British Machine Vision Conference (BMVC), September 2019 (PDF)
C.-T. Liu, C.-W. Wu, Y.-C. F. Wang, "Spatially and Temporally Efficient Non-local Attention Network for Video-based Person Re-Identification", British Machine Vision Conference (BMVC), September 2019 (PDF)
C.-Y. Yang, C.-H. Lo, Y.-C. F. Wang, "Weakly-supervised Learning for Attention-guided Skull Fracture Classification in Computed Tomography Imaging", IEEE International Conference on Image Processing (ICIP), September 2019. (PDF)
C.-C. Lin, Y.-C. F. Wang, C.-L. Lei, K.-T. Chen, "Semantics-guided Data Hallucination for Few-shot Visual Classification", IEEE International Conference on Image Processing (ICIP), September 2019. (PDF)
Y.-T. Liu, Y.-J. Li, F.-E. Yang, S.-F. Chen, Y.-C. F. Wang, "Learning Hierarchical Self-Attention for Video Summarization", IEEE International Conference on Image Processing (ICIP), September 2019. (PDF)
P.-Y. Chen, A.-H. Liu, Y.-C. Liu, Y.-C. F. Wang, "Towards Scene Understanding: Unsupervised Monocular Depth Estimation with Semantic-aware Representation", IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2019 (Oral Presentation) (PDF)
W.-H. Chu, Y.-J. Li, J.-C. Chang, Y.-C. F. Wang, "Spot and Learn: A Maximum-Entropy Image Patch Sampler for Few-Shot Classification", IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2019 (PDF)
Y.-L. Liao*, Y.-C. Yang*, Y.-F. Lin, P.-J. Chen, C.-W. Kuo, W.-C. Chiu, Y.-C. F. Wang, "Learning Pose-Aware 3D Reconstruction via 2D-3D Self-Consistency", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2019 (PDF)
W.-Y. Lee, P.-Y. Chuang, Y.-C. F. Wang, "Perceptual Quality Preserving Image Super-Resolution via Channel Attention", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2019 (PDF)
Y.-B. Lin, Y.-J. Li, Y.-C. F. Wang, "Dual-modality Seq2Seq Network for Audio-Visual Event Localization", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2019 (PDF)
W.-Y. Chen, Y.-C. Liu, Z. Kira, Y.-C. F. Wang, J.-B. Huang, "A Closer Look at Few-shot Classification", International Conference on Learning Representation (ICLR), May 2019 (PDF)
Y.-C. Chen*, Y.-J. Li*, X. Du, Y.-C. F. Wang, "Learning Resolution-Invariant Deep Representations for Person Re-Identification", The 33rd AAAI Conference on Artificial Intelligence (AAAI), January 2019 (Oral Presentation) (* indicates equal contributions) (PDF)
Y.-J. Li*, Y.-C. Chen*, Y.-Y. Lin, X. Du, Y.-C. F. Wang, "Recover and Identify: A Generative Dual Model for Cross-Resolution Person Re-Identification", IEEE International Conference on Computer Vision (ICCV), October 2019 (PDF)
H.-J. Peng, C.-M. Wang, Y.-C. F. Wang, "Element-Embedded Style Transfer Networks for Style Harmonization", British Machine Vision Conference (BMVC), September 2019 (PDF)
Y.-C. Chen, K.-J. Chang, Y.-H. Tsai, Y.-C. F. Wang, W.-C. Chiu, "Guide Your Eyes: Learning Image Manipulation under Saliency Guidance", British Machine Vision Conference (BMVC), September 2019 (PDF)
C.-T. Liu, C.-W. Wu, Y.-C. F. Wang, "Spatially and Temporally Efficient Non-local Attention Network for Video-based Person Re-Identification", British Machine Vision Conference (BMVC), September 2019 (PDF)
C.-Y. Yang, C.-H. Lo, Y.-C. F. Wang, "Weakly-supervised Learning for Attention-guided Skull Fracture Classification in Computed Tomography Imaging", IEEE International Conference on Image Processing (ICIP), September 2019. (PDF)
C.-C. Lin, Y.-C. F. Wang, C.-L. Lei, K.-T. Chen, "Semantics-guided Data Hallucination for Few-shot Visual Classification", IEEE International Conference on Image Processing (ICIP), September 2019. (PDF)
Y.-T. Liu, Y.-J. Li, F.-E. Yang, S.-F. Chen, Y.-C. F. Wang, "Learning Hierarchical Self-Attention for Video Summarization", IEEE International Conference on Image Processing (ICIP), September 2019. (PDF)
P.-Y. Chen, A.-H. Liu, Y.-C. Liu, Y.-C. F. Wang, "Towards Scene Understanding: Unsupervised Monocular Depth Estimation with Semantic-aware Representation", IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2019 (Oral Presentation) (PDF)
W.-H. Chu, Y.-J. Li, J.-C. Chang, Y.-C. F. Wang, "Spot and Learn: A Maximum-Entropy Image Patch Sampler for Few-Shot Classification", IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2019 (PDF)
Y.-L. Liao*, Y.-C. Yang*, Y.-F. Lin, P.-J. Chen, C.-W. Kuo, W.-C. Chiu, Y.-C. F. Wang, "Learning Pose-Aware 3D Reconstruction via 2D-3D Self-Consistency", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2019 (PDF)
W.-Y. Lee, P.-Y. Chuang, Y.-C. F. Wang, "Perceptual Quality Preserving Image Super-Resolution via Channel Attention", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2019 (PDF)
Y.-B. Lin, Y.-J. Li, Y.-C. F. Wang, "Dual-modality Seq2Seq Network for Audio-Visual Event Localization", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2019 (PDF)
W.-Y. Chen, Y.-C. Liu, Z. Kira, Y.-C. F. Wang, J.-B. Huang, "A Closer Look at Few-shot Classification", International Conference on Learning Representation (ICLR), May 2019 (PDF)
Y.-C. Chen*, Y.-J. Li*, X. Du, Y.-C. F. Wang, "Learning Resolution-Invariant Deep Representations for Person Re-Identification", The 33rd AAAI Conference on Artificial Intelligence (AAAI), January 2019 (Oral Presentation) (* indicates equal contributions) (PDF)
2018
A.-H. Liu, Y.-C. Liu, Y.-Y. Yeh, Y.-C. F. Wang, "A Unified Feature Disentangler for Multi-Domain Image Translation and Manipulation", Neural Information Processing Systems (NIPS), December 2018 (PDF)
W.-H. Chu, Y.-C. F. Wang, "Learning Semantics-Guided Visual Attention for Few-shot Image Classification", IEEE International Conference on Image Processing (ICIP), October 2018 (PDF)
Y.-J. Li, H.-Y. Chang, Y.-J. Lin, P.-W. Wu, Y.-C. F. Wang, "Deep Reinforcement Learning for Playing 2.5D Game", IEEE International Conference on Image Processing (ICIP), October 2018 (PDF)
H.-I. Ho, W.-C. Chiu, Y.-C. F. Wang, "Summarizing First-Person Videos from Third Persons' Points of View", European Conference on Computer Vision (ECCV), September 2018 (PDF)
H.-M. Chiu, C.-K. Yeh, Y.-C. F. Wang, "Deep Generative Models for Weakly-Supervised Multi-Label Classification", European Conference on Computer Vision (ECCV), September 2018 (PDF)
J.-P. Klopp, Y.-C. F. Wang, S.-Y. Chien, L.-G. Chen, "Learning a Code-Space Predictor by Exploiting Intra-Image-Dependencies", British Machine Vision Conference (BMVC), September 2018 (PDF)
T.-S. Kuo, K.-S. Tseng, J.-W. Yan, Y.-C. Liu, Y.-C. F. Wang, "Deep Aggregation Net for Land Cover Classification", IEEE International Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), June 2018 (PDF)
Y.-J. Li, F.-E. Yang, Y.-C. Liu, Y.-Y. Yeh, X. Du, Y.-C. F. Wang, "Adaptation and Re-Identification Network: An Unsupervised Deep Transfer Learning Approach to Person Re-Identification", IEEE International Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), June 2018 (PDF)
Y.-C. Liu, Y.-Y. Yeh, T.-C. Fu, S.-D. Wang, W.-C. Chiu, and Y.-C. F. Wang, "Detach and Adapt: Learning Cross-Domain Disentangled Deep Representation", IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2018 (Spotlight). (PDF)
C.-W. Lee*, W. Fang*, C.-K. Yeh, Y.-C. F. Wang, "Multi-Label Zero-Shot Learning with Structured Knowledge Graphs", IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2018 (Poster; * indicates equal contributions.). (PDF)
S.-F. Chen*, Y.-C. Chen*, C.-K. Yeh, Y.-C. F. Wang, "Order-Free RNN with Visual Attention for Multi-Label Classification," The 32nd AAAI Conference on Artificial Intelligence (AAAI-18), February 2018 (PDF) (* indicates equal contributions.).
W.-H. Chu, Y.-C. F. Wang, "Learning Semantics-Guided Visual Attention for Few-shot Image Classification", IEEE International Conference on Image Processing (ICIP), October 2018 (PDF)
Y.-J. Li, H.-Y. Chang, Y.-J. Lin, P.-W. Wu, Y.-C. F. Wang, "Deep Reinforcement Learning for Playing 2.5D Game", IEEE International Conference on Image Processing (ICIP), October 2018 (PDF)
H.-I. Ho, W.-C. Chiu, Y.-C. F. Wang, "Summarizing First-Person Videos from Third Persons' Points of View", European Conference on Computer Vision (ECCV), September 2018 (PDF)
H.-M. Chiu, C.-K. Yeh, Y.-C. F. Wang, "Deep Generative Models for Weakly-Supervised Multi-Label Classification", European Conference on Computer Vision (ECCV), September 2018 (PDF)
J.-P. Klopp, Y.-C. F. Wang, S.-Y. Chien, L.-G. Chen, "Learning a Code-Space Predictor by Exploiting Intra-Image-Dependencies", British Machine Vision Conference (BMVC), September 2018 (PDF)
T.-S. Kuo, K.-S. Tseng, J.-W. Yan, Y.-C. Liu, Y.-C. F. Wang, "Deep Aggregation Net for Land Cover Classification", IEEE International Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), June 2018 (PDF)
Y.-J. Li, F.-E. Yang, Y.-C. Liu, Y.-Y. Yeh, X. Du, Y.-C. F. Wang, "Adaptation and Re-Identification Network: An Unsupervised Deep Transfer Learning Approach to Person Re-Identification", IEEE International Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), June 2018 (PDF)
Y.-C. Liu, Y.-Y. Yeh, T.-C. Fu, S.-D. Wang, W.-C. Chiu, and Y.-C. F. Wang, "Detach and Adapt: Learning Cross-Domain Disentangled Deep Representation", IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2018 (Spotlight). (PDF)
C.-W. Lee*, W. Fang*, C.-K. Yeh, Y.-C. F. Wang, "Multi-Label Zero-Shot Learning with Structured Knowledge Graphs", IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2018 (Poster; * indicates equal contributions.). (PDF)
S.-F. Chen*, Y.-C. Chen*, C.-K. Yeh, Y.-C. F. Wang, "Order-Free RNN with Visual Attention for Multi-Label Classification," The 32nd AAAI Conference on Artificial Intelligence (AAAI-18), February 2018 (PDF) (* indicates equal contributions.).
2017
Y.-H. Chen, W.-Y. Chen, Y.-T. Chen, B.-C. Tsai, Y.-C. F. Wang and M. Sun, "No More Discrimination: Cross City Adaptation of Road Scene Segmenters," IEEE International Conference on Computer Vision (ICCV), October 2017. (PDF)
S.-Y. Tao, Y.-H. Tsai, Y.-R. Yeh, and Y.-C. F. Wang, "Semantics-Preserving Locality Embedding for Zero-Shot Learning," British Machine Vision Conference (BMVC), September 2017. (PDF)
Y.-A. Chen, W.-C. Chen, C.-P. Wei, and Y.-C. F. Wang, "Occlusion-Aware Face Inpainting via Generative Adversarial Networks," IEEE International Conference on Image Processing (ICIP), September 2017. (PDF)
H.-W. Lee, C.-P. Wei, and Y.-C. F. Wang, "Learning Grassmann Manifolds for Object State Discovery," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017. (PDF)
T.-L. Wang, K.-Y. Lee, and Y.-C. F. Wang, "Partial Image Blur Detection and Segmentation From a Single Snapshot," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017. (PDF)
W.-J. Ko, J.-Y.- Yu, W.-Y. Chen, and Y.-C. F. Wang, "Enhanced Canonical Correlation Analysis with Local Density for Cross-Domain Visual Classification," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017. (PDF)
C.-K. Yeh*, W.-C. Wu*, W.-J. Ko, Y.-C. F. Wang, "Learning Deep Latent Spaces for Multi-Label Classification," The 31st AAAI Conference on Artificial Intelligence (AAAI-17), February 2017 (PDF) (oral presentation; * indicates equal contributions.).
S.-Y. Tao, Y.-H. Tsai, Y.-R. Yeh, and Y.-C. F. Wang, "Semantics-Preserving Locality Embedding for Zero-Shot Learning," British Machine Vision Conference (BMVC), September 2017. (PDF)
Y.-A. Chen, W.-C. Chen, C.-P. Wei, and Y.-C. F. Wang, "Occlusion-Aware Face Inpainting via Generative Adversarial Networks," IEEE International Conference on Image Processing (ICIP), September 2017. (PDF)
H.-W. Lee, C.-P. Wei, and Y.-C. F. Wang, "Learning Grassmann Manifolds for Object State Discovery," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017. (PDF)
T.-L. Wang, K.-Y. Lee, and Y.-C. F. Wang, "Partial Image Blur Detection and Segmentation From a Single Snapshot," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017. (PDF)
W.-J. Ko, J.-Y.- Yu, W.-Y. Chen, and Y.-C. F. Wang, "Enhanced Canonical Correlation Analysis with Local Density for Cross-Domain Visual Classification," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017. (PDF)
C.-K. Yeh*, W.-C. Wu*, W.-J. Ko, Y.-C. F. Wang, "Learning Deep Latent Spaces for Multi-Label Classification," The 31st AAAI Conference on Artificial Intelligence (AAAI-17), February 2017 (PDF) (oral presentation; * indicates equal contributions.).
2016
W.-Y. Chen, T.-M. H. Hsu, Y.-H. H. Tsai, Y.-C. F. Wang, and M.-S. Chen, "Transfer Neural Trees for Heterogeneous Domain Adaptation," The 14th European Conference on Computer Vision (ECCV), October 2016 (acceptance rate: ~30%). (PDF, code)
C.-K. Yeh*, W.-C. Wu*, and Y.-C. F. Wang, "Learning Graph Fusion for Query and Database Specific Image Retrieval," IEEE International Workshop on Multimedia Signal Processing (MMSP), September 2016 (* indicates equal contributions).
H.-Y. D. Wen and Y.-C. F. Wang, "Robust Propagated Filtering with Applications to Image Texture Filtering and Beyond," IEEE International Workshop on Multimedia Signal Processing (MMSP), September 2016.
W.-J. Ko, Y.-C. F. Wang, and S.-Y. Chien, "Learning Patch-Based Anchors for Face Hallucination," IEEE International Workshop on Multimedia Signal Processing (MMSP), September 2016.
C.-P. Wei and Y.-C. F. Wang, "With One Look: 3D Face Shape Estimation from a Single Snapshot," IEEE International Conference on Multimedia and Expo (ICME), July 2016 (selected as Top 15% paper for oral presentation).
Y.-T. Hsieh*, S.-Y. Tao*, Y.-H. H. Tsai, and Y.-C. F. Wang, "Recognizing Heterogeneous Cross-Domain Data via Generalized Joint Distribution Adaptation," IEEE International Conference on Multimedia and Expo (ICME), July 2016 (selected as Top 15% paper for oral presentation; * indicates equal contributions).
Y.-H. Tsai, Y.-R. Yeh, and Y.-C. F. Wang, "Learning Cross-Domain Landmarks for Heterogeneous Domain Adaptation," IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2016. (PDF, code)
T.-E. Tseng, W.-Y. Chang, C.-S. Chen, and Y.-C. F. Wang, "Style Retrieval from Natural Images," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2016. (PDF)
Y.-H. Tsai, Y.-R. Yeh, and Y.-C. F. Wang, "Heterogeneous Domain Adaptation with Label and Structure Consistency," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2016. (PDF)
W.-Y. Chang and Y.-C. F. Wang, "Style-Centric Image Summarization from Photographic Views of a City," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2016. (PDF)
Y.-H. Tsai, C.-A. Hou, W.-Y. Chen, Y.-R. Yeh, and Y.-C. F. Wang, "Domain-Constraint Transfer Coding for Imbalanced Unsupervised Domain Adaptation," The 30th AAAI Conference on Artificial Intelligence (AAAI-16), Feb. 2016. (acceptance rate: 26%). (PDF)
C.-K. Yeh*, W.-C. Wu*, and Y.-C. F. Wang, "Learning Graph Fusion for Query and Database Specific Image Retrieval," IEEE International Workshop on Multimedia Signal Processing (MMSP), September 2016 (* indicates equal contributions).
H.-Y. D. Wen and Y.-C. F. Wang, "Robust Propagated Filtering with Applications to Image Texture Filtering and Beyond," IEEE International Workshop on Multimedia Signal Processing (MMSP), September 2016.
W.-J. Ko, Y.-C. F. Wang, and S.-Y. Chien, "Learning Patch-Based Anchors for Face Hallucination," IEEE International Workshop on Multimedia Signal Processing (MMSP), September 2016.
C.-P. Wei and Y.-C. F. Wang, "With One Look: 3D Face Shape Estimation from a Single Snapshot," IEEE International Conference on Multimedia and Expo (ICME), July 2016 (selected as Top 15% paper for oral presentation).
Y.-T. Hsieh*, S.-Y. Tao*, Y.-H. H. Tsai, and Y.-C. F. Wang, "Recognizing Heterogeneous Cross-Domain Data via Generalized Joint Distribution Adaptation," IEEE International Conference on Multimedia and Expo (ICME), July 2016 (selected as Top 15% paper for oral presentation; * indicates equal contributions).
Y.-H. Tsai, Y.-R. Yeh, and Y.-C. F. Wang, "Learning Cross-Domain Landmarks for Heterogeneous Domain Adaptation," IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2016. (PDF, code)
T.-E. Tseng, W.-Y. Chang, C.-S. Chen, and Y.-C. F. Wang, "Style Retrieval from Natural Images," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2016. (PDF)
Y.-H. Tsai, Y.-R. Yeh, and Y.-C. F. Wang, "Heterogeneous Domain Adaptation with Label and Structure Consistency," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2016. (PDF)
W.-Y. Chang and Y.-C. F. Wang, "Style-Centric Image Summarization from Photographic Views of a City," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2016. (PDF)
Y.-H. Tsai, C.-A. Hou, W.-Y. Chen, Y.-R. Yeh, and Y.-C. F. Wang, "Domain-Constraint Transfer Coding for Imbalanced Unsupervised Domain Adaptation," The 30th AAAI Conference on Artificial Intelligence (AAAI-16), Feb. 2016. (acceptance rate: 26%). (PDF)
2015
T.-M. H. Hsu, C.-A. Hou, W.-Y. Chen, Y.-H. Tsai, Y.-R. Yeh, and Y.-C. F. Wang, "Unsupervised Domain Adaptation with Imbalanced Cross-Domain Data," IEEE International Conference on Computer Vision (ICCV), Dec. 2015. (acceptance rate: 30%). (PDF)
H.-T. Chang, P.-C. Pan, Y.-C. F. Wang, and M.-S. Chen, "R2P: Recomposition and Retargeting of Photographic Images," ACM Multimedia, October 2015. (short paper, acceptance rate: 30%).
T.-Y. Lin, Y.-C. F. Wang, and S. Moss-Pultz, "ObjectMinutiae: Fingerprinting for Object Authentication," ACM Multimedia, October 2015. (Technical Demo Paper).
W.-Y. Chen, T.-M. H. Hsu, C.-A. Hou, Y.-R. Yeh, and Y.-C. F. Wang, "Connecting The Dots without Clues: Unsupervised Domain Adaptation for Cross-Domain Visual Classification," IEEE International Conference on Image Processing (ICIP), Sept. 2015.(PDF)
M.-C. Tsai and Y.-C. F. Wang, "Graph Regularized Low-Rank Matrix Recovery for Robust Person Re-Identification," IEEE International Conference on Image Processing (ICIP), Sept. 2015.(PDF)
C.-A. Hou, Y.-R. Yeh, and Y.-C. F. Wang, "An Unsupervised Domain Adaptation Approach For Cross-Domain Visual Classification," IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Aug. 2015 (nominated for the Best Paper Award).
J.-H. Chang and Y.-C. F. Wang, "Propagated Image Filtering," IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2015. (PDF, Supplement, Poster, code(Matlab Mex with OpenMP), code(Matlab only))
W.-Y. Chang and Y.-C. F. Wang, "Seeing Through The Appearance: Body Shape Estimation Using Multi-View Clothing Images," IEEE International Conference on Multimedia & Expo (ICME), June 2015. (PDF)
C.-P. Wei and Y.-C. F. Wang, "Undersampled Face Recognition with One-Pass Dictionary Learning," IEEE International Conference on Multimedia & Expo (ICME), June 2015. (PDF)
M.-C. Yang, C.-P. Wei, Y.-R. Yeh, and Y.-C. F. Wang, "Recognition at a Long Distance: Very Low Resolution Face Recognition and Hallucination," The 8th IAPR International Conference on Biometrics (ICB), May 2015. (PDF)
H.-T. Chang, P.-C. Pan, Y.-C. F. Wang, and M.-S. Chen, "R2P: Recomposition and Retargeting of Photographic Images," ACM Multimedia, October 2015. (short paper, acceptance rate: 30%).
T.-Y. Lin, Y.-C. F. Wang, and S. Moss-Pultz, "ObjectMinutiae: Fingerprinting for Object Authentication," ACM Multimedia, October 2015. (Technical Demo Paper).
W.-Y. Chen, T.-M. H. Hsu, C.-A. Hou, Y.-R. Yeh, and Y.-C. F. Wang, "Connecting The Dots without Clues: Unsupervised Domain Adaptation for Cross-Domain Visual Classification," IEEE International Conference on Image Processing (ICIP), Sept. 2015.(PDF)
M.-C. Tsai and Y.-C. F. Wang, "Graph Regularized Low-Rank Matrix Recovery for Robust Person Re-Identification," IEEE International Conference on Image Processing (ICIP), Sept. 2015.(PDF)
C.-A. Hou, Y.-R. Yeh, and Y.-C. F. Wang, "An Unsupervised Domain Adaptation Approach For Cross-Domain Visual Classification," IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Aug. 2015 (nominated for the Best Paper Award).
J.-H. Chang and Y.-C. F. Wang, "Propagated Image Filtering," IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2015. (PDF, Supplement, Poster, code(Matlab Mex with OpenMP), code(Matlab only))
W.-Y. Chang and Y.-C. F. Wang, "Seeing Through The Appearance: Body Shape Estimation Using Multi-View Clothing Images," IEEE International Conference on Multimedia & Expo (ICME), June 2015. (PDF)
C.-P. Wei and Y.-C. F. Wang, "Undersampled Face Recognition with One-Pass Dictionary Learning," IEEE International Conference on Multimedia & Expo (ICME), June 2015. (PDF)
M.-C. Yang, C.-P. Wei, Y.-R. Yeh, and Y.-C. F. Wang, "Recognition at a Long Distance: Very Low Resolution Face Recognition and Hallucination," The 8th IAPR International Conference on Biometrics (ICB), May 2015. (PDF)
2014
H.-S. Chang and Y.-C. F. Wang, "Simple-to-Complex Discriminative Clustering for Hierarchical Image Segmentation," Asian Conference on Computer Vision (ACCV), Nov. 2014 (acceptance rate: 27%). (PDF, Supplement, Poster, Code)
H.-T. Chang, Y.-C. F. Wang, and M.-S. Chen, "Transfer in Photography Composition," ACM Multimedia, Nov. 2014. (short paper, acceptance rate: 30%)(PDF)
S.-H. Sun*, S.-P. Fan*, and Y.-C. F. Wang, "Exploiting Image Structural Similarity for Single Image Rain Removal," IEEE International Conference on Image Processing (ICIP), Oct. 2014 (PDF) (* indicates equal contributions).
Y.-H. Tsai*, H.-M. Hsu*, C.-A. Hou, and Y.-C. F. Wang, "Person-Specific Domain Adaptation with Applications to Heterogeneous Face Recognition," IEEE International Conference on Image Processing (ICIP), Oct. 2014 (PDF) (* indicates equal contributions).
M.-H. Fu, Y.-C. F. Wang, and C.-S. Chen, "Exploiting Low-Rank Structures from Cross-Camera Images for Robust Person Re-Identification," IEEE International Conference on Image Processing (ICIP), Oct. 2014. (PDF)
C.-A. Hou, M.-C. Yang, and Y.-C. F. Wang, "Domain Adaptive Self-Taught Learning for Heterogeneous Face Recognition," IEEE/IAPR International Conference on Pattern Recognition (ICPR), Aug. 2014. (PDF)
W.-Y. Chang, C.-P. Wei, and Y.-C. F. Wang, "Multi-View Nonnegative Matrix Factorization for Clothing Image Characterization," IEEE/IAPR International Conference on Pattern Recognition (ICPR), Aug. 2014. (PDF)
K.-W. Liang, Y.-C. Wu, Y.-A. Huang, J.-H. Chen, and Y.-C. F. Wang, "MR Image Enhancement via Adaptive Guided Filtering," IEEE Engineering in Medicine and Biology Society (EMBC), Aug. 2014. (Undergraduate Research/Design Poster presentation)
C.-Y. Tsai, T.-C. Lin, C.-P. Wei, and Y.-C. F. Wang, "Extended-Bag-of-Features for Translation, Rotation, and Scale-Invariant Image Retrieval," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2014. (PDF,Code)
H.-T. Chang, Y.-C. F. Wang, and M.-S. Chen, "Transfer in Photography Composition," ACM Multimedia, Nov. 2014. (short paper, acceptance rate: 30%)(PDF)
S.-H. Sun*, S.-P. Fan*, and Y.-C. F. Wang, "Exploiting Image Structural Similarity for Single Image Rain Removal," IEEE International Conference on Image Processing (ICIP), Oct. 2014 (PDF) (* indicates equal contributions).
Y.-H. Tsai*, H.-M. Hsu*, C.-A. Hou, and Y.-C. F. Wang, "Person-Specific Domain Adaptation with Applications to Heterogeneous Face Recognition," IEEE International Conference on Image Processing (ICIP), Oct. 2014 (PDF) (* indicates equal contributions).
M.-H. Fu, Y.-C. F. Wang, and C.-S. Chen, "Exploiting Low-Rank Structures from Cross-Camera Images for Robust Person Re-Identification," IEEE International Conference on Image Processing (ICIP), Oct. 2014. (PDF)
C.-A. Hou, M.-C. Yang, and Y.-C. F. Wang, "Domain Adaptive Self-Taught Learning for Heterogeneous Face Recognition," IEEE/IAPR International Conference on Pattern Recognition (ICPR), Aug. 2014. (PDF)
W.-Y. Chang, C.-P. Wei, and Y.-C. F. Wang, "Multi-View Nonnegative Matrix Factorization for Clothing Image Characterization," IEEE/IAPR International Conference on Pattern Recognition (ICPR), Aug. 2014. (PDF)
K.-W. Liang, Y.-C. Wu, Y.-A. Huang, J.-H. Chen, and Y.-C. F. Wang, "MR Image Enhancement via Adaptive Guided Filtering," IEEE Engineering in Medicine and Biology Society (EMBC), Aug. 2014. (Undergraduate Research/Design Poster presentation)
C.-Y. Tsai, T.-C. Lin, C.-P. Wei, and Y.-C. F. Wang, "Extended-Bag-of-Features for Translation, Rotation, and Scale-Invariant Image Retrieval," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2014. (PDF,Code)
2013
D.-A. Huang and Y.-C. F. Wang, "Coupled Dictionary and Feature Space Learning with Applications to Cross-Domain Image Synthesis and Recognition," IEEE International Conference on Computer Vision (ICCV), Dec. 2013 (acceptance rate: 30%). (PDF, code)
C.-P. Wei, Y.-M.-Huang, Y.-C. F. Wang, and M.-Y. Shih, "Background Recovery in Railroad Crossing Videos via Incremental Low-Rank Matrix Decomposition," The 2nd IAPR Asian Conference on Pattern Recognition (ACPR 2013), Nov. 2013.
K.-H. Lo, Y.-C. F. Wang, and K.-L. Hua, "Joint Trilateral Filtering for Depth Map Super-Resolution," IEEE Visual Communications and Image Processing (VCIP), Nov. 2013.
D.-A. Huang and Y.-C. F. Wang, "With One Look: Robust Face Recognition Using Single Sample Per Person," ACM Multimedia, short paper, Oct. 2013 (acceptance rate: 30%). (PDF)
W.-S. Tseng, L.-K. Hsu, L.-W. Kang, and Y.-C. F. Wang, "Cross-View Action Recognition via Low-Rank based Domain Adaptation," IEEE International Conference on Image Processing (ICIP), Sept. 2013. (PDF, Poster)
Y.-C. Chou, C.-P. Wei, and Y.-C. F. Wang, "A Discriminative Domain Adaptation Model for Cross-Domain Image Classification," IEEE International Conference on Image Processing (ICIP), Sept. 2013. (PDF, code, Poster)
H.-S. Chang and Y.-C. F. Wang, "Superpixel-based Large Displacement Optical Flow," IEEE International Conference on Image Processing (ICIP), Sept. 2013. (PDF, code, Poster)
C.-P. Wei and Y.-C. F. Wang, "Learning Auxiliary Dictionaries for Undersampled Face Recognition," IEEE International Conference on Multimedia & Expo (ICME), July 2013 (selected as Top 12.7% paper for oral presentation). (PDF)
L.-K. Hsu, W.-S. Tseng, L.-W. Kang and Y.-C. F. Wang, "Seeing Through the Expression: Bridging the Gap Between Expression and Emotion Recognition," IEEE International Conference on Multimedia & Expo (ICME), Theme Track for Multimedia for Humanity, July 2013 (oral presentation; nominated for Best Paper Award). (PDF)
C.-M. Huang, C.-P. Wei, and Y.-C. F. Wang, "Active Learning Based Clothing Image Recommendation with Implicit User Preferences," IEEE International Conference on Multimedia & Expo (ICME), Short Paper Program, July 2013. (PDF)
K.-H. Lo, K.-L. Hua, and Y.-C. F. Wang, "Depth Map Super-Resolution via Markov Random Fields Without Texture-Copying Artifacts," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2013 (oral presentation). (PDF)
M.-H. Tsai, Y.-R. Yeh, Y.-J. Lee, and Y.-C. F. Wang, "Solving Nonlinear SVM in Linear Time? A Nystrom Approximated SVM with Applications to Image Classification," The 13th IAPR Conference on Machine Vision Applications (MVA), May 2013 (oral presentation; nominated for MVA 2013 paper awards). (PDF)
C.-P. Wei, Y.-M.-Huang, Y.-C. F. Wang, and M.-Y. Shih, "Background Recovery in Railroad Crossing Videos via Incremental Low-Rank Matrix Decomposition," The 2nd IAPR Asian Conference on Pattern Recognition (ACPR 2013), Nov. 2013.
K.-H. Lo, Y.-C. F. Wang, and K.-L. Hua, "Joint Trilateral Filtering for Depth Map Super-Resolution," IEEE Visual Communications and Image Processing (VCIP), Nov. 2013.
D.-A. Huang and Y.-C. F. Wang, "With One Look: Robust Face Recognition Using Single Sample Per Person," ACM Multimedia, short paper, Oct. 2013 (acceptance rate: 30%). (PDF)
W.-S. Tseng, L.-K. Hsu, L.-W. Kang, and Y.-C. F. Wang, "Cross-View Action Recognition via Low-Rank based Domain Adaptation," IEEE International Conference on Image Processing (ICIP), Sept. 2013. (PDF, Poster)
Y.-C. Chou, C.-P. Wei, and Y.-C. F. Wang, "A Discriminative Domain Adaptation Model for Cross-Domain Image Classification," IEEE International Conference on Image Processing (ICIP), Sept. 2013. (PDF, code, Poster)
H.-S. Chang and Y.-C. F. Wang, "Superpixel-based Large Displacement Optical Flow," IEEE International Conference on Image Processing (ICIP), Sept. 2013. (PDF, code, Poster)
C.-P. Wei and Y.-C. F. Wang, "Learning Auxiliary Dictionaries for Undersampled Face Recognition," IEEE International Conference on Multimedia & Expo (ICME), July 2013 (selected as Top 12.7% paper for oral presentation). (PDF)
L.-K. Hsu, W.-S. Tseng, L.-W. Kang and Y.-C. F. Wang, "Seeing Through the Expression: Bridging the Gap Between Expression and Emotion Recognition," IEEE International Conference on Multimedia & Expo (ICME), Theme Track for Multimedia for Humanity, July 2013 (oral presentation; nominated for Best Paper Award). (PDF)
C.-M. Huang, C.-P. Wei, and Y.-C. F. Wang, "Active Learning Based Clothing Image Recommendation with Implicit User Preferences," IEEE International Conference on Multimedia & Expo (ICME), Short Paper Program, July 2013. (PDF)
K.-H. Lo, K.-L. Hua, and Y.-C. F. Wang, "Depth Map Super-Resolution via Markov Random Fields Without Texture-Copying Artifacts," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2013 (oral presentation). (PDF)
M.-H. Tsai, Y.-R. Yeh, Y.-J. Lee, and Y.-C. F. Wang, "Solving Nonlinear SVM in Linear Time? A Nystrom Approximated SVM with Applications to Image Classification," The 13th IAPR Conference on Machine Vision Applications (MVA), May 2013 (oral presentation; nominated for MVA 2013 paper awards). (PDF)
2012
C.-F. Chen, C.-P. Wei, and Y.-C. F. Wang, "Low-Rank Matrix Recovery with Structural Incoherence for Robust Face Recognition," IEEE International Conference on Computer Vision & Pattern Recognition (CVPR), 2012 (acceptance rate: 24%). (PDF, Poster, code)
M.-C. Yang*, D.-A. Huang*, C.-Y. Tsai, and Y.-C. F. Wang, "Self-Learning of Edge-Preserving Single Image Super-Resolution via Contourlet Transform," IEEE International Conference on Multimedia & Expo (ICME), 2012. (PDF) (* indicates equal contribution; acceptance rate: 30%).
D.-A. Huang, L.-W. Kang, C.-Y. Tsai, M.-C. Yang, C.-W. Lin, and Y.-C. F. Wang, "Context-Aware Single Image Rain Removal," IEEE International Conference on Multimedia & Expo (ICME), 2012 (selected as Top 13% paper for oral presentation). (PDF, code)
C.-H. Huang, Y.-R. Yeh, and Y.-C. F. Wang, "Recognizing Actions Across Cameras by Exploring the Correlated Subspace," The 4th International Workshop on Video Event Categorization, Tagging and Retrieval, in conjunction with ECCV 2012, 2012. (PDF)
W.-T. Li, H.-T. Chang, H. S. Lyu, and Y.-C. F. Wang, "Automatic Saliency Inspired Foreground Object Extraction from Videos," IEEE International Conference on Image Processing (ICIP), 2012. (PDF)
F.-L. He, Y.-C. F. Wang, and K.-L. Hua, "A Self-Learning Approach to Color Demosaicking via Support Vector Regression," IEEE International Conference on Image Processing (ICIP), 2012. (PDF)
C.-Y. Tsai, D.-A. Huang, M.-C. Yang, L.-W. Kang, and Y.-C. F. Wang, "Context-Aware Single Image Super-Resolution Using Locality-Constrained Group Sparse Representation," Visual Communications and Image Processing (VCIP), 2012 (invited paper for oral presentation).
C.-M. Huang, S. Chen, M. Cheng and Y.-C. F. Wang, "A Sparse-Coding Based Approach to Clothing Image Retrieval," IEEE International Symposium on Intelligent Signal Processing and Communication Systems, 2012 (invited paper for oral presentation).
M.-C. Yang*, D.-A. Huang*, C.-Y. Tsai, and Y.-C. F. Wang, "Self-Learning of Edge-Preserving Single Image Super-Resolution via Contourlet Transform," IEEE International Conference on Multimedia & Expo (ICME), 2012. (PDF) (* indicates equal contribution; acceptance rate: 30%).
D.-A. Huang, L.-W. Kang, C.-Y. Tsai, M.-C. Yang, C.-W. Lin, and Y.-C. F. Wang, "Context-Aware Single Image Rain Removal," IEEE International Conference on Multimedia & Expo (ICME), 2012 (selected as Top 13% paper for oral presentation). (PDF, code)
C.-H. Huang, Y.-R. Yeh, and Y.-C. F. Wang, "Recognizing Actions Across Cameras by Exploring the Correlated Subspace," The 4th International Workshop on Video Event Categorization, Tagging and Retrieval, in conjunction with ECCV 2012, 2012. (PDF)
W.-T. Li, H.-T. Chang, H. S. Lyu, and Y.-C. F. Wang, "Automatic Saliency Inspired Foreground Object Extraction from Videos," IEEE International Conference on Image Processing (ICIP), 2012. (PDF)
F.-L. He, Y.-C. F. Wang, and K.-L. Hua, "A Self-Learning Approach to Color Demosaicking via Support Vector Regression," IEEE International Conference on Image Processing (ICIP), 2012. (PDF)
C.-Y. Tsai, D.-A. Huang, M.-C. Yang, L.-W. Kang, and Y.-C. F. Wang, "Context-Aware Single Image Super-Resolution Using Locality-Constrained Group Sparse Representation," Visual Communications and Image Processing (VCIP), 2012 (invited paper for oral presentation).
C.-M. Huang, S. Chen, M. Cheng and Y.-C. F. Wang, "A Sparse-Coding Based Approach to Clothing Image Retrieval," IEEE International Symposium on Intelligent Signal Processing and Communication Systems, 2012 (invited paper for oral presentation).
2011
C.-F. Chen and Y.-C. F. Wang, "Exploring Self-Similarity of Bag-of-Features for Image Classification," ACM Multimedia, 2011.(PDF)
M.-C. Yang, T.-Y. Hu*, C.-H. Wang*, and Y.-C. F. Wang, "Learning of Context-Aware Single Image Super-Resolution," IEEE Visual Communication and Image Processing, 2011 (invited paper; * indicates equal contribution).
T.-Y. Lin, Y.-Y. Lin, M.-F. Wang, Y.-C. F. Wang, Y.-F. Hsu, and H.-Y. M. Liao, "Cross Camera People Counting with Perspective Estimation and Occlusion Handling," IEEE International Workshop on Information Forensics and Security (WIFS), 2011 (acceptance rate: 32%).
Y.-W. Chao, Y.-R. Yeh, Y.-W. Chen, Y.-J. Lee, and Y.-C. F. Wang, "Locality-constrained Group Sparse Representation for Robust Face Recognition," IEEE International Conference on Image Processing (ICIP), 2011.(PDF, code)
M.-C. Yang, C.-H. Wang*, T.-Y. Hu*, and Y.-C. F. Wang, "Learning Context-Aware Sparse Representation for Single Image Super-Resolution," IEEE International Conference on Image Processing (ICIP), 2011. (* indicates equal contribution)(PDF)
C.-H. Chen, W.-H. Chung, and Y.-C. F. Wang, "Joint Source-Channel Coding Optimization with Packet Loss Resilience for Video Transmission," IEEE International Conference on Image Processing (ICIP), 2011.
C.-H. Chen, W.-H. Chung, and Y.-C. F. Wang, "Cross-Layer Design for Video Streaming with Dynamic Antenna Selection," IEEE International Conference on Image Processing (ICIP), 2011.
Y.-R. Yeh, Y.-Y. Chung, T.-C. Lin, and Y.-C. F. Wang, "Group Lasso Regularized Multiple Kernel Learning for Heterogeneous Feature Selection," IEEE International Joint Conference on Neural Networks (IJCNN), 2011.(PDF)
S.-W. Sun, Y.-C. F. Wang, Y.-L. Hung, C.-L. Chang, S.-S. Chen, H.-M. Wang, and H.-Y. M. Liao, "Automatic Annotation of Web Videos," IEEE International Conference on Multimedia & Expo, 2011 (Accept as Top 15% paper; overall acceptance rate 30%).(PDF)
K.-C. Lien and Y.-C. F. Wang, "Automatic Object Extraction in Single-Concept Videos," IEEE International Conference on Multimedia & Expo, 2011 (Accept as Top 15% paper; overall acceptance rate 30%).(PDF)
Y.-R. Yeh and Y.-C. F. Wang, "Least-Squares LDA via Rank-One Updates with Concept Drift," IEEE International Workshop on Statistical Signal Processing (SSP), 2011.(PDF)
M.-C. Yang, T.-Y. Hu*, C.-H. Wang*, and Y.-C. F. Wang, "Learning of Context-Aware Single Image Super-Resolution," IEEE Visual Communication and Image Processing, 2011 (invited paper; * indicates equal contribution).
T.-Y. Lin, Y.-Y. Lin, M.-F. Wang, Y.-C. F. Wang, Y.-F. Hsu, and H.-Y. M. Liao, "Cross Camera People Counting with Perspective Estimation and Occlusion Handling," IEEE International Workshop on Information Forensics and Security (WIFS), 2011 (acceptance rate: 32%).
Y.-W. Chao, Y.-R. Yeh, Y.-W. Chen, Y.-J. Lee, and Y.-C. F. Wang, "Locality-constrained Group Sparse Representation for Robust Face Recognition," IEEE International Conference on Image Processing (ICIP), 2011.(PDF, code)
M.-C. Yang, C.-H. Wang*, T.-Y. Hu*, and Y.-C. F. Wang, "Learning Context-Aware Sparse Representation for Single Image Super-Resolution," IEEE International Conference on Image Processing (ICIP), 2011. (* indicates equal contribution)(PDF)
C.-H. Chen, W.-H. Chung, and Y.-C. F. Wang, "Joint Source-Channel Coding Optimization with Packet Loss Resilience for Video Transmission," IEEE International Conference on Image Processing (ICIP), 2011.
C.-H. Chen, W.-H. Chung, and Y.-C. F. Wang, "Cross-Layer Design for Video Streaming with Dynamic Antenna Selection," IEEE International Conference on Image Processing (ICIP), 2011.
Y.-R. Yeh, Y.-Y. Chung, T.-C. Lin, and Y.-C. F. Wang, "Group Lasso Regularized Multiple Kernel Learning for Heterogeneous Feature Selection," IEEE International Joint Conference on Neural Networks (IJCNN), 2011.(PDF)
S.-W. Sun, Y.-C. F. Wang, Y.-L. Hung, C.-L. Chang, S.-S. Chen, H.-M. Wang, and H.-Y. M. Liao, "Automatic Annotation of Web Videos," IEEE International Conference on Multimedia & Expo, 2011 (Accept as Top 15% paper; overall acceptance rate 30%).(PDF)
K.-C. Lien and Y.-C. F. Wang, "Automatic Object Extraction in Single-Concept Videos," IEEE International Conference on Multimedia & Expo, 2011 (Accept as Top 15% paper; overall acceptance rate 30%).(PDF)
Y.-R. Yeh and Y.-C. F. Wang, "Least-Squares LDA via Rank-One Updates with Concept Drift," IEEE International Workshop on Statistical Signal Processing (SSP), 2011.(PDF)
2010
S.-C. Wang and Y.-C. F. Wang, "A Multi-Scale Learning Framework for Visual Categorization," Asian Conference on Computer Vision (ACCV), Nov. 2010 (Oral paper. Acceptance rate: 29.5% overall, 4.7% oral).(PDF)
M.-C. Yang, C.-T. Chu, and Y.-C. F. Wang, "Learning Sparse Image Representation with Support Vector Regression for Single-Image Super-Resolution," IEEE Int'l Conference on Image Processing, Sep. 2010. (PDF)(code)
W.-C. Lu, Y.-C. F. Wang, and C.-S. Chen, "Video Object Extraction by Dense Optical-Flow Trajectories," IEEE Int'l Conference on Advanced Video and Signal Based Surveillance, Aug. 2010.
S.-C. Wang and Y.-C. F. Wang, "Simultaneous Object Recognition and Localization in Image Collections," IEEE Int'l Conference on Advanced Video and Signal Based Surveillance, Aug. 2010.(PDF)
S.-C. Wang and Y.-C. F. Wang, "Segmentation-free object localization in image collections," IEEE Workshop on Visual Content Identification and Search, in conjunction with ICME, Jul. 2010.
M.-C. Yang, C.-T. Chu, and Y.-C. F. Wang, "Learning Sparse Image Representation with Support Vector Regression for Single-Image Super-Resolution," IEEE Int'l Conference on Image Processing, Sep. 2010. (PDF)(code)
W.-C. Lu, Y.-C. F. Wang, and C.-S. Chen, "Video Object Extraction by Dense Optical-Flow Trajectories," IEEE Int'l Conference on Advanced Video and Signal Based Surveillance, Aug. 2010.
S.-C. Wang and Y.-C. F. Wang, "Simultaneous Object Recognition and Localization in Image Collections," IEEE Int'l Conference on Advanced Video and Signal Based Surveillance, Aug. 2010.(PDF)
S.-C. Wang and Y.-C. F. Wang, "Segmentation-free object localization in image collections," IEEE Workshop on Visual Content Identification and Search, in conjunction with ICME, Jul. 2010.
Before 2010
Y.-C. F. Wang and D. Casasent, "A support vector hierarchical method for multi-class classification and rejection," IEEE Int'l Joint Conf. on Neural Networks, Jun. 2009. (PDF)
Y.-C. F. Wang and D. Casasent, "Soft-decision hierarchical classification using SVM-type classifiers," IEEE Int'l Joint Conf. on Neural Networks, Jun. 2008.
Y.-C. F. Wang and D. Casasent, "New design method for a hierarchical SVM-based classifier," Proc. SPIE,Vol. 6764, Sep. 2007.
Y.-C. F. Wang and D. Casasent, "New weighted support vector k-means clustering for hierarchical multi-class classification," IEEE Int'l Joint Conf. on Neural Networks, Aug. 2007.
Y.-C. F. Wang and D. Casasent, "A new SVM for scale, aspect, and depression angle tolerant IR object recognition," Proc. SPIE, Vol. 6574, Apr. 2007.
Y.-C. F. Wang and D. Casasent, "Hierarchical k-means clustering using new support vector machine for multi-class classification," IEEE Int'l Joint Conf. on Neural Networks, Jul. 2006.
Y.-C. Wang and D. Casasent, " New hierarchical SVM classifier for multi-class target recognition," Proc. SPIE, Vol. 6006, Oct. 2005, pp. 359-370.
Y.-C. Wang and D. Casasent, "A hierarchical classifier using new support vector machines," IEEE Int'l Conf. on Document Analysis and Recognition, Aug. 2005, pp. 851-855.
D. Casasent and Y.-C. Wang, "Automatic target recognition using new support vector machine," IEEE Int'l Joint Conf. on Neural Networks, Aug. 2005.
Y.-C. Wang and D. Casasent, "Multimodal biometric fusion using data quality information," Proc. SPIE, Vol. 5816, March 2005, pp. 329-338.
D. Casasent and Y.-C. Wang, "New distortion-invariant SVRDM hierarchial classifier," Proc. SPIE, Vol. 5608, Oct. 2004, pp. 329-337.
Y.-C. F. Wang and D. Casasent, "Soft-decision hierarchical classification using SVM-type classifiers," IEEE Int'l Joint Conf. on Neural Networks, Jun. 2008.
Y.-C. F. Wang and D. Casasent, "New design method for a hierarchical SVM-based classifier," Proc. SPIE,Vol. 6764, Sep. 2007.
Y.-C. F. Wang and D. Casasent, "New weighted support vector k-means clustering for hierarchical multi-class classification," IEEE Int'l Joint Conf. on Neural Networks, Aug. 2007.
Y.-C. F. Wang and D. Casasent, "A new SVM for scale, aspect, and depression angle tolerant IR object recognition," Proc. SPIE, Vol. 6574, Apr. 2007.
Y.-C. F. Wang and D. Casasent, "Hierarchical k-means clustering using new support vector machine for multi-class classification," IEEE Int'l Joint Conf. on Neural Networks, Jul. 2006.
Y.-C. Wang and D. Casasent, " New hierarchical SVM classifier for multi-class target recognition," Proc. SPIE, Vol. 6006, Oct. 2005, pp. 359-370.
Y.-C. Wang and D. Casasent, "A hierarchical classifier using new support vector machines," IEEE Int'l Conf. on Document Analysis and Recognition, Aug. 2005, pp. 851-855.
D. Casasent and Y.-C. Wang, "Automatic target recognition using new support vector machine," IEEE Int'l Joint Conf. on Neural Networks, Aug. 2005.
Y.-C. Wang and D. Casasent, "Multimodal biometric fusion using data quality information," Proc. SPIE, Vol. 5816, March 2005, pp. 329-338.
D. Casasent and Y.-C. Wang, "New distortion-invariant SVRDM hierarchial classifier," Proc. SPIE, Vol. 5608, Oct. 2004, pp. 329-337.