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Associate Research Fellow/Professor  |  Lin, Jen-Chun  
 
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Publications
 
Journal Articles
 
1. Ting-Wei Lin, Hsuan-Kai Kao, Wen-Li Wei, Chao-Lin Liu, Jen-Chun Lin, and Li Su, "An automated system for generating virtual violinists' expressive performances from music," to appear in IEEE Transactions on Multimedia.
2. Yi-Xing Lin, Jen-Chun Lin, Wen-Li Wei, and Jia-Ching Wang, "Learnable Counterfactual Attention for Music Classification," IEEE Transactions on Audio, Speech and Language Processing, volume 33, January 2025.
3. Wen-Li Wei and Jen-Chun Lin, "Bridging Actions: Generate 3D Poses and Shapes In-between Photos," IEEE Transactions on Pattern Analysis and Machine Intelligence, volume 46, number 11, pages 7232-7250, November 2024.
4. Wen-Li Wei, Jen-Chun Lin, Tyng-Luh Liu, Hsiao-Rong Tyan, Hsin-Min Wang, and Hong-Yuan Mark Liao, "Learning To Visualize Music Through Shot Sequence For Automatic Concert Video Mashup," IEEE Transactions on Multimedia, volume 23, pages 1731-1743, 2021.
5. Jen-Chun Lin, Wen-Li Wei, Tyng-Luh Liu, Yi-Hsuan Yang, Hsin-Min Wang, Hsiao-Rong Tyan, and Hong-Yuan Mark Liao, "Coherent Deep-Net Fusion To Classify Shots In Concert Videos," IEEE Transactions on Multimedia, volume 20, number 11, pages 3123-3136, November 2018.
6. Wen-Li Wei, Jen-Chun Lin, and Chung-Hsien Wu, "Interaction Style Recognition Based on Multi-layer Multi-view Profile Representation," IEEE Transactions on Affective Computing, volume 8, number 3, pages 355-368, April 2017.
7. Chung-Hsien Wu, Jen-Chun Lin, and Wen-Li Wei, "Survey on Audiovisual Emotion Recognition: Databases, Features, and Data Fusion Strategies," APSIPA Transactions on Signal and Information Processing, volume 3, number 12, pages 1-18, November 2014.
8. Wen-Li Wei, Chung-Hsien Wu, Jen-Chun Lin, and Han Li, "Exploiting Psychological Factors for Interaction Style Recognition in Spoken Conversation," IEEE Transactions on Audio, Speech and Language Processing, volume 22, number 3, pages 659-671, March 2014.
9. Chung-Hsien Wu, Jen-Chun Lin, and Wen-Li Wei, "Two-Level Hierarchical Alignment for Semi-Coupled HMM-Based Audiovisual Emotion Recognition with Temporal Course," IEEE Transactions on Multimedia, volume 15, number 8, pages 1880-1895, December 2013.
10. Chung-Hsien Wu, Wen-Li Wei, Jen-Chun Lin, and Wei-Yu Lee, "Speaking Effect Removal on Emotion Recognition from Facial Expressions Based on Eigenface Conversion," IEEE Transactions on Multimedia, volume 15, number 8, pages 1732-1744, December 2013.
11. Jen-Chun Lin, Chung-Hsien Wu, and Wen-Li Wei, "Error Weighted Semi-Coupled Hidden Markov Model for Audio-Visual Emotion Recognition," IEEE Transactions on Multimedia, volume 14, number 1, pages 142-156, February 2012.
 
 
Conference Papers
 
1. Kenneth Yang, Wen-Li Wei, and Jen-Chun Lin, "FPS: Feedforward-based Parameter Selection For Efficient Fine-Tuning," to appear in NeurIPS Constrained Optimization for Machine Learning (COML) Workshop,.
2. Wen-Li Wei, Yu-Hua Hu, and Jen-Chun Lin, "CamSketch: Authoring Camera Trajectories for 3D Virtual Concerts via Example-Derived Codes and User Sketching," to appear in ACM SIGGRAPH ASIA Posters Program,.
3. Bo-Wei Tseng, Wen-Li Wei, and Jen-Chun Lin, "Birds of a Feather: Learning to Retrieve Dance Poses from Music via Ground-Truth Annotation Lifting," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), April 2025.
4. Wen-Li Wei and Jen-Chun Lin, "Multi-candidate Motion Modeling for 3D Human Pose and Shape Estimation from Monocular Video," IEEE International Conference on Multimedia and Expo (ICME), July 2024.
5. Bo-Wei Tseng, Kenneth Yang, Yu-Hua Hu, Wen-Li Wei, and Jen-Chun Lin, "Music-to-Dance Poses: Learning to Retrieve Dance Poses from Music," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), April 2024.
6. Huang-Ru Liao, Jen-Chun Lin, and Chun-Yi Lee, "Progressive Hypothesis Transformer for 3D Human Mesh Recovery," IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), January 2024.
7. Pin-Chi Pan, Tzu-Hao Hsu, Wen-Li Wei, and Jen-Chun Lin, "Global-local Awareness Network for Image Super-resolution," IEEE International Conference on Image Processing (ICIP), October 2023.
8. Jen-Chun Lin and Wen-Li Wei, "3D Character Motion Authoring From Temporally-Sparse Photos," ACM SIGGRAPH Posters Program, August 2023.
9. Hsin-Min Chou, Ting-Wei Lin, Jen-Chun Lin, Ching Te Chiu, and Li Su, "CCVS: A Dataset for Concert Videography Research," Late-breaking/Demo (LBD) Session of International Society of Music Information Retrieval Conference (ISMIR LBD), December 2022.
10. Jung Yeh, Wen-Li Wei, Duan-Yu Chen, and Jen-Chun Lin, "Learning to Sharpen Partially Blurred Image via Iterative Blurred Region Mining and Recovery," APSIPA Annual Summit and Conference (APSIPA ASC), November 2022.
11. Wen-Li Wei, Jen-Chun Lin, Tyng-Luh Liu, and Hong-Yuan Mark Liao, "Capturing Humans in Motion: Temporal-Attentive 3D Human Pose and Shape Estimation from Monocular Video," IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), June 2022.
12. I-Yuan Kuo, Wen-Li Wei, and Jen-Chun Lin, "Positions, Channels, and Layers: Fully Generalized Non-Local Network for Singer Identification," Thirty-Fifth AAAI Conference on Artificial Intelligence, February 2021, (AAAI)
13. Jen-Chun Lin, Wen-Li Wei, Yen-Yu Lin, Tyng-Luh Liu, and Hong-Yuan Mark Liao, "Learning From Music to Visual Storytelling of Shots: A Deep Interactive Learning Mechanism," ACM Multimedia Conference, Online (Seattle, USA), October 2020, (ACM MM)
14. Jen-Chun Lin, Wen-Li Wei, Tyng-Luh Liu, C.-C. Jay Kuo, and Hong-Yuan Mark Liao, "Tell Me Where It is Still Blurry: Adversarial Blurred Region Mining and Refining," ACM Multimedia (MM), October 2019.
15. Wen-Li Wei, Jen-Chun Lin, Yen-Yu Lin, and Hong-Yuan Mark Liao, "What Makes You Look Like You: Learning an Inherent Feature Representation for Person Re-Identification," IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS), September 2019.
16. Wen-Li Wei, Jen-Chun Lin, Tyng-Luh Liu, Yi-Hsuan Yang, Hsin-Min Wang, Hsiao-Rong Tyan, and Hong-Yuan Mark Liao, "Seethevoice: Learning from Music to Visual Storytelling of Shots," IEEE International Conference on Multimedia and Expo (ICME), July 2018.
17. Jen-Chun Lin, Wen-Li Wei, James Yang, Hsin-Min Wang, and Hong-Yuan Mark Liao, "Automatic Music Video Generation Based on Simultaneous Soundtrack Recommendation and Video Editing," ACM Multimedia (MM), October 2017.
18. Wen-Li Wei, Jen-Chun Lin, Tyng-Luh Liu, Yi-Hsuan Yang, Hsin-Min Wang, Hsiao-Rong Tyan, and Hong-Yuan Mark Liao, "Deep-Net Fusion to Classify Shots in Concert Videos," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017.
19. Jen-Cheng Hou, Syu-Siang Wang, Ying-Hui Lai, Jen-Chun Lin, Yu Tsao, Hsiu-Wen Chang, and Hsin-Min Wang, "Audio-Visual Speech Enhancement using Deep Neural Networks," APSIPA Annual Summit and Conference (APSIPA ASC), December 2016.
20. Jen-Chun Lin, Wen-Li Wei, and Hsin-Min Wang, "Automatic Music Video Generation Based on Emotion-Oriented Pseudo Song Prediction and Matching," ACM Multimedia (MM), October 2016.
21. Jen-Chun Lin, Wen-Li Wei, and Hsin-Min Wang, "DEMV-Matchmaker: Emotional Temporal Course Representation and Deep Similarity Matching for Automatic Music Video Generation," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2016.
22. Jen-Chun Lin, Wen-Li Wei, and Hsin-Min Wang, "EMV-matchmaker: Emotional Temporal Course Modeling and Matching for Automatic Music Video Generation," ACM Multimedia (ACM MM), October 2015.
23. Chung-Hsien Wu, Jen-Chun Lin, Wei-Bin Liang, and Kuan-Chun Cheng, "Hierarchical Modeling of Temporal Course in Emotional Expression for Speech Emotion Recognition," The Affective Social Multimedia Computing (ASMMC) --An ACII Workshop, September 2015.
24. Jen-Chun Lin, Wen-Li Wei, Chung-Hsien Wu, and Hsin-Min Wang, "Emotion Recognition of Conversational Affective Speech Using Temporal Course Modeling-Based Error Weighted Cross-Correlation Model," APSIPA Annual Summit and Conference (APSIPA ASC), December 2014.
25. Chung-Hsien Wu, Jen-Chun Lin, and Wen-Li Wei, "Action Unit Reconstruction of Occluded Facial Expression," IEEE International Conference on Orange Technologies (ICOT), September 2014.
26. Chung-Hsien Wu, Jen-Chun Lin, Wen-Li Wei, and Kuan-Chun Cheng, "Emotion Recognition from Multi-Modal Information," APSIPA Annual Summit and Conference (APSIPA ASC), November 2013.
27. Jen-Chun Lin, Chung-Hsien Wu, and Wen-Li Wei, "Emotion Recognition of Conversational Affective Speech Using Temporal Course Modeling," Interspeech, August 2013.
28. Jen-Chun Lin, Chung-Hsien Wu, and Wen-Li Wei, "Facial Action Unit Prediction under Partial Occlusion Based on Error Weighted Cross-Correlation Model," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2013.
29. Wen-Li Wei, Chung-Hsien Wu, Jen-Chun Lin, and Han Li, "Interaction Style Detection Based on Fused Cross-Correlation Model in Spoken Conversation," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2013.
30. Jen-Chun Lin, Chung-Hsien Wu, and Wen-Li Wei, "A Probabilistic Fusion Strategy for Audiovisual Emotion Recognition of Sparse and Noisy Data," IEEE International Conference on Orange Technologies (ICOT), March 2013.
31. Jen-Chun Lin, Chung-Hsien Wu, and Wen-Li Wei, "Semi-Coupled Hidden Markov Model with State-Based Alignment Strategy for Audio-Visual Emotion Recognition," Affective Computing and Intelligent Interaction (ACII), October 2011.
32. Wen-Li Wei, Chung-Hsien Wu, and Jen-Chun Lin, "A Regression Approach to Affective Rating of Chinese Words from ANEW," Affective Computing and Intelligent Interaction (ACII), October 2011.
33. Jen-Chun Lin, Chung-Hsien Wu, Wen-Li Wei, and Chia-Jui Liu, "Audio-Visual Emotion Recognition Using Semi-Coupled HMM and Error-Weighted Classifier Combination," APSIPA Annual Summit and Conference (APSIPA ASC), December 2010.
34. Chih-Shan Liu, Jen-Chun Lin, Nai-Chung Yang, and Chung-Ming Kuo, "Motion Vector Re-estimation for Trans-coding Using Kalman Filter," International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP), December 2007.
 
 
 
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