Publications
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2025
Lan Wang, Yujia Chen, Du Tran, Vishnu Boddeti, Wen-Sheng Chu.
SEAL: SEmantic Attention Learning for Long Video Representation.
In CVPR,
2025. (Oral, acceptance rate 0.7%)
Litu Rout, Yujia Chen, Nataniel Ruiz, Constantine Caramanis, Sanjay Shakkottai, Wen-Sheng Chu.
Semantic Image Inversion and Editing using Stochastic Rectified Differential Equations.
In ICLR,
2025.
Litu Rout, Yujia Chen, Nataniel Ruiz, Abhishek Kumar, Constantine Caramanis, Sanjay Shakkottai, Wen-Sheng Chu.
RB-Modulation: Training-Free Stylization using Reference-Based Modulation.
In ICLR,
2025. (Oral, acceptance rate 1.8%)
2024
Litu Rout, Yujia Chen, Abhishek Kumar, Constantine Caramanis, Sanjay Shakkottai, Wen-Sheng Chu.
Beyond First-Order Tweedie: Solving Inverse Problems using Latent Diffusion.
In CVPR,
2024.
2023
Yiyou Sun, Yaojie Liu, Xiaoming Liu, Yixuan Li, Wen-Sheng Chu.
Rethinking Domain Generalization for Face Anti-Spoofing: Separability and Alignment.
In CVPR,
2023.
Jiaheng Wei, Harikrishna Narasimhan, Ehsan Amid, Wen-Sheng Chu, Yang Liu, Abhishek Kumar.
Distributionally Robust Post-hoc Classifiers under Prior Shifts.
In ICLR,
2023.
2022
Hsin-Ping Huang, Deqing Sun, Yaojie Liu, Wen-Sheng Chu, Taihong Xiao, Jinwei Yuan, Hartwig Adam, Ming-Hsuan Yang.
Adaptive Transformers for Robust Few-shot Cross-domain Face Anti-spoofing.
In ECCV,
2022.
Shlok Kumar Mishra, Kuntal Sengupta, Wen-Sheng Chu, Max Horowitz-Gelb, Sofien Bouaziz, David Jacobs.
Improved Detection of Face Presentation Attacks Using Image Decomposition.
In IJCB,
2022. (Oral)
2021
Giannis Daras, Wen-Sheng Chu, Abhishek Kumar, Dmitry Lagun, Alexandros G. Dimakis.
Solving Inverse Problems with NerfGANs.
In arXiv,
2021.
Min Jin Chong, Wen-Sheng Chu, Abhishek Kumar.
Retrieve in Style: Unsupervised Facial Feature Transfer and Retrieval.
In ICCV,
2021.
Shlok Kumar Mishra, Kuntal Sengupta, Max Horowitz-Gelb, Wen-Sheng Chu, Sofien Bouaziz, David Jacobs.
Improved Detection of Face Presentation Attacks Using Image Decomposition.
In arXiv,
2021.
2020
Esther Robb, Wen-Sheng Chu, Abhishek Kumar, Jia-Bin Huang.
Few-Shot Adaptation of Generative Adversarial Networks.
In arXiv,
2020.
2018
Jeffrey F. Cohn, Itir O. Ertugrul, Wen-Sheng Chu, Jeffrey M. Girard, Laszlo A. Jeni, Zakia Hammal.
Affective Facial Computing: Generalizability across Domains.
Multimodal Behavior Analysis in the Wild, Elsevier: Academic Press,
2018.
Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn.
Learning Facial Action Units with Spatiotemporal Cues and Multi-label Sampling.
IVC,
2018.
Kaili Zhao, Wen-Sheng Chu, Aleix M. Martinez.
Learning Facial Action Units From Web Images.
In CVPR,
2018.
2017
Zakia Hammal, Wen-Sheng Chu, Jeffrey F. Cohn, Carrie Heike, Matthew L. Speltz.
Automatic AUs Detection in Infants Using Convolutional Neural Network.
In ACII,
2017. (Oral)
Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn, Daniel S. Messinger.
A Branch-and-Bound Framework for Unsupervised and Supervised Common Event Discovery.
IJCV,
2017.
Jeffrey M. Girard, Wen-Sheng Chu, Laszlo A. Jeni, Jeffrey F. Cohn, Fernando De la Torre, Michael A. Sayette.
Sayette Group Formation Task (GFT) Spontaneous Facial Expression Database.
In AFGR,
2017.
Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn.
Learning Spatial and Temporal Cues for Multi-label Facial Action Unit Detection.
In AFGR,
2017. (Oral)
2016
Jiabei Zeng, Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn, Xiong Zhang.
Confidence Preserving Machine for Facial Action Unit Detection.
TIP,
2016.
Xiaoyu Ding, Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn.
Cascade of Tasks for Facial Expression Analysis.
IVC,
2016.
Kaili Zhao, Wen-Sheng Chu, Honggang Zhang.
Deep Region and Multi-label Learning for Facial Action Unit Detection.
In CVPR,
2016.
Kaili Zhao, Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn, Honggang Zhang.
Joint Patch and Multi-label Learning for Facial Expression Analysis.
TIP,
2016.
Lili Pan, Jason Saragih, Wen-Sheng Chu.
Mixture of Grouped Regressions and Its Application to Visual Mapping.
Pattern Recognition,
2016.
Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn.
Selective Transfer Machine for Personalized Facial Expression Analysis.
TPAMI,
2016.
2015
Wen-Sheng Chu, Jiabei Zeng, Fernando De la Torre, Jeffrey F. Cohn, Daniel S. Messinger.
Unsupervised Synchrony Discovery in Human Interaction.
In ICCV,
2015. (Spotlight)
Jiabei Zeng, Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn, Xiong Zhang.
Confidence Preserving Machine for Facial Action Unit Detection.
In ICCV,
2015. (Spotlight)
Wen-Sheng Chu, Yale Song, Alejandro Jaimes.
Video Co-summarization: Video Summariza- tion by Visual Co-occurrence.
In CVPR,
2015.
Kaili Zhao, Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn, Honggang Zhang.
Joint Patch and Multi-label Learning for Facial Action Unit Detection.
In CVPR,
2015.
2013
Xiaoyu Ding, Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn.
Facial Action Unit Detection by Cascade of Tasks.
In ICCV,
2013.
Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn.
Selective Transfer Machine for Personalized Facial Action Unit Detection.
In CVPR,
2013.
Wen-Sheng Chu, Chun-Rong Huang, Chu-Song Chen.
Gender Classification from Unaligned Face Images Using Support Subspaces.
Information Sciences,
2013.
2012
Wen-Sheng Chu, Feng Zhou, Fernando De la Torre.
Unsupervised Temporal Commonality Discovery.
In ECCV,
2012.
2011
Lili Pan, Wen-Sheng Chu, Jason M. Saragih, Fernando De la Torre, Mei Xie.
Fast and Robust Circular Object Detection With Probabilistic Pairwise Voting.
IEEE Signal Processing Letters,
2011.
Wen-Sheng Chu, Ju-Chin Chen, Jenn-Jier James Lien.
Kernel Discriminant Transformation for Image Set-Based Face Recognition.
Pattern Recognition,
2011.
2010
Wen-Sheng Chu, Chun-Rong Huang, Chu-Song Chen.
Identifying Gender from Unaligned Facial Images by Set Classification.
In ICPR,
2010. (Oral)
Wen-Sheng Chu, Chia-Ping Chen, Chu-Song Chen.
MOMI-Cosegmentation: Simultaneous Segmentation of Multiple Objects among Multiple Images.
In ACCV,
2010. (Oral)
2007
Wen-Sheng Chu, Ju-Chin Chen, Jenn-Jier James Lien.
Kernel Discriminant Analysis Based on Canonical Differences for Face Recognition in Image Sets.
In ACCV,
2007.
2006
Wan-Ting Su, Wen-Sheng Chu, Jenn-Jier James Lien.
Heuristic Pre-clustering Relevance Feedback in Region-Based Image Retrieval.
In ACCV,
2006. (Oral)