A Content-Based Method to Enhance Tag Recommendation. - Yu-Ta Lu; Shoou-I Yu; Tsung-Chieh Chang; Jane Yung-jen Hsu (IJCAI, 2009)

Informedia @ TRECVID2010. - Huan Li; Lei Bao; Zan Gao; Arnold Overwijk; Wei Liu 015; Longfei Zhang; Shoou-I Yu; Ming-yu Chen 001; Florian Metze; Alexander G. Hauptmann (TRECVID, 2010)

Informedia@TRECVID 2011: Surveillance Event Detection. - Lei Bao; Longfei Zhang; Shoou-I Yu; Zhen-zhong Lan; Lu Jiang 004; Arnold Overwijk; Qin Jin; Shohei Takahashi; Brian Langner; Yuanpeng Li 001; Michael Garbus; Susanne Burger; et al. (TRECVID, 2011)

Double Fusion for Multimedia Event Detection. - Zhen-zhong Lan; Lei Bao; Shoou-I Yu; Wei Liu 015; Alexander G. Hauptmann (MMM, 2012)

Informedia @TRECVID 2012. - Shoou-I Yu; Zhongwen Xu; Duo Ding; Waito Sze; Francisco Vicente 001; Zhenzhong Lan; Yang Cai 002; Shourabh Rawat; Peter F. Schulam; Nisarga Markandaiah; Sohail Bahmani; Antonio Juárez; et al. (TRECVID, 2012)

Discriminative Multi-Task Feature Selection. - Yahong Han; Jianguang Zhang; Zhongwen Xu; Shoou-I Yu (AAAI (Late-Breaking Developments), 2013)

Harry Potter's Marauder's Map: Localizing and Tracking Multiple Persons-of-Interest by Nonnegative Discretization. - Shoou-I Yu; Yi Yang 001; Alexander G. Hauptmann (CVPR, 2013)

Informedia@TRECVID 2013. - Zhenzhong Lan; Lu Jiang 004; Shoou-I Yu; Chenqiang Gao; Shourabh Rawat; Yang Cai 002; Shicheng Xu; Haoquan Shen; Xuanchong Li; Yipei Wang; Waito Sze; Yan Yan 002; et al. (TRECVID, 2013)

Unsupervised Video Adaptation for Parsing Human Motion. - Haoquan Shen; Shoou-I Yu; Yi Yang 001; Deyu Meng; Alexander G. Hauptmann (ECCV (5), 2014)

Zero-Example Event Search using MultiModal Pseudo Relevance Feedback. - Lu Jiang 004; Teruko Mitamura; Shoou-I Yu; Alexander G. Hauptmann (ICMR, 2014)

Instructional Videos for Unsupervised Harvesting and Learning of Action Examples. - Shoou-I Yu; Lu Jiang 004; Alexander G. Hauptmann (ACM Multimedia, 2014)

Resource Constrained Multimedia Event Detection. - Zhen-Zhong Lan; Yi Yang 001; Nicolas Ballas; Shoou-I Yu; Alexander G. Hauptmann (MMM (1), 2014)

Self-Paced Learning with Diversity. - Lu Jiang 004; Deyu Meng; Shoou-I Yu; Zhen-Zhong Lan; Shiguang Shan; Alexander G. Hauptmann (NIPS, 2014)

Informedia @ TRECVID 2014. - Shoou-I Yu; Lu Jiang 004; Zhongwen Xu; Zhenzhong Lan; Shicheng Xu; Xiaojun Chang; Xuanchong Li; Zexi Mao; Chuang Gan 001; Yajie Miao; Xingzhong Du; Yang Cai 002; et al. (TRECVID, 2014)

Multimedia classification and event detection using double fusion. - Zhen-zhong Lan; Lei Bao; Shoou-I Yu; Wei Liu 015; Alexander G. Hauptmann (Multim. Tools Appl., 2014)

E-LAMP: integration of innovative ideas for multimedia event detection. - Wei Tong; Yi Yang 001; Lu Jiang 004; Shoou-I Yu; Zhen-zhong Lan; Zhigang Ma; Waito Sze; Ehsan Younessian; Alexander G. Hauptmann (Mach. Vis. Appl., 2014)

Bridging the Ultimate Semantic Gap: A Semantic Search Engine for Internet Videos. - Lu Jiang 004; Shoou-I Yu; Deyu Meng; Teruko Mitamura; Alexander G. Hauptmann (ICMR, 2015)

Incremental Multimodal Query Construction for Video Search. - Shicheng Xu; Huan Li; Xiaojun Chang; Shoou-I Yu; Xingzhong Du; Xuanchong Li; Lu Jiang 004; Zexi Mao; Zhen-Zhong Lan; Susanne Burger; Alexander G. Hauptmann (ICMR, 2015)

Content-Based Video Search over 1 Million Videos with 1 Core in 1 Second. - Shoou-I Yu; Lu Jiang 004; Zhongwen Xu; Yi Yang 001; Alexander G. Hauptmann (ICMR, 2015)

Fast and Accurate Content-based Semantic Search in 100M Internet Videos. - Lu Jiang 004; Shoou-I Yu; Deyu Meng; Yi Yang 001; Teruko Mitamura; Alexander G. Hauptmann (ACM Multimedia, 2015)

CMU Informedia@TRECVID 2015: MED/SIN/LNK/SED. - Shoou-I Yu; Lu Jiang 004; Zhongwen Xu; Zhenzhong Lan; Shicheng Xu; Xiaojun Chang; Xuanchong Li; Zexi Mao; Chuang Gan 001; Yajie Miao; Xingzhong Du; Yang Cai 002; et al. (TRECVID, 2015)

Improving Human Activity Recognition Through Ranking and Re-ranking. - Zhen-Zhong Lan; Shoou-I Yu; Alexander G. Hauptmann (CoRR, 2015)

Handcrafted Local Features are Convolutional Neural Networks. - Zhen-Zhong Lan; Shoou-I Yu; Ming Lin 002; Bhiksha Raj; Alexander G. Hauptmann (CoRR, 2015)

The Best of Both Worlds: Combining Data-independent and Data-driven Approaches for Action Recognition. - Zhen-Zhong Lan; Dezhong Yao 002; Ming Lin 002; Shoou-I Yu; Alexander G. Hauptmann (CoRR, 2015)

The Best of BothWorlds: Combining Data-Independent and Data-Driven Approaches for Action Recognition. - Zhen-Zhong Lan; Shoou-I Yu; Dezhong Yao 002; Ming Lin 002; Bhiksha Raj; Alexander G. Hauptmann (CVPR Workshops, 2016)

The Solution Path Algorithm for Identity-Aware Multi-object Tracking. - Shoou-I Yu; Deyu Meng; Wangmeng Zuo; Alexander G. Hauptmann (CVPR, 2016)

Long-Term Identity-Aware Multi-Person Tracking for Surveillance Video Summarization. - Shoou-I Yu; Yi Yang 001; Xuanchong Li; Alexander G. Hauptmann (CoRR, 2016)

Strategies for Searching Video Content with Text Queries or Video Examples. - Shoou-I Yu; Yi Yang 001; Zhongwen Xu; Shicheng Xu; Deyu Meng; Zexi Mao; Zhigang Ma; Ming Lin 002; Xuanchong Li; Huan Li; Zhen-Zhong Lan; Lu Jiang 004; et al. (CoRR, 2016)

Exploiting link structure for web page genre identification. - Jia Zhu 003; Qing Xie 002; Shoou-I Yu; Wai-Hung Collin Wong (Data Min. Knowl. Discov., 2016)

Text-to-video: a semantic search engine for internet videos. - Lu Jiang 004; Shoou-I Yu; Deyu Meng; Teruko Mitamura; Alexander G. Hauptmann (Int. J. Multim. Inf. Retr., 2016)

Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors. - Xuanyi Dong; Shoou-I Yu; Xinshuo Weng; Shih-En Wei; Yi Yang 001; Yaser Sheikh (CVPR, 2018)

Learning Patch Reconstructability for Accelerating Multi-View Stereo. - Alex Poms; Chenglei Wu; Shoou-I Yu; Yaser Sheikh (CVPR, 2018)

Self-Supervised Adaptation of High-Fidelity Face Models for Monocular Performance Tracking. - Jae Shin Yoon; Takaaki Shiratori; Shoou-I Yu; Hyun Soo Park (CVPR, 2019)

Epipolar Transformer for Multi-view Human Pose Estimation. - Yihui He; Rui Yan; Katerina Fragkiadaki; Shoou-I Yu (CVPR Workshops, 2020)

Epipolar Transformers. - Yihui He; Rui Yan; Katerina Fragkiadaki; Shoou-I Yu (CVPR, 2020)

InterHand2.6M: A Dataset and Baseline for 3D Interacting Hand Pose Estimation from a Single RGB Image. - Gyeongsik Moon; Shoou-I Yu; He Wen; Takaaki Shiratori; Kyoung Mu Lee (ECCV (20), 2020)

CodedStereo: Learned Phase Masks for Large Depth-of-Field Stereo. - Shiyu Tan; Yicheng Wu; Shoou-I Yu; Ashok Veeraraghavan (CVPR, 2021)

Supervision by Registration and Triangulation for Landmark Detection. - Xuanyi Dong; Yi Yang 001; Shih-En Wei; Xinshuo Weng; Yaser Sheikh; Shoou-I Yu (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Multiface: A Dataset for Neural Face Rendering. - Cheng-hsin Wuu; Ningyuan Zheng; Scott Ardisson; Rohan Bali; Danielle Belko; Eric Brockmeyer; Lucas Evans; Timothy Godisart; Hyowon Ha; Alexander Hypes; Taylor Koska; Steven Krenn; et al. (CoRR, 2022)

Authentic volumetric avatars from a phone scan. - Chen Cao 001; Tomas Simon; Jin Kyu Kim; Gabe Schwartz; Michael Zollhöfer; Shunsuke Saito; Stephen Lombardi; Shih-En Wei; Danielle Belko; Shoou-I Yu; Yaser Sheikh; Jason M. Saragih (ACM Trans. Graph., 2022)

URHand: Universal Relightable Hands. - Zhaoxi Chen 009; Gyeongsik Moon; Kaiwen Guo; Chen Cao 001; Stanislav Pidhorskyi; Tomas Simon; Rohan Joshi; Yuan Dong; Yichen Xu; Bernardo Pires; He Wen; Lucas Evans; et al. (CVPR, 2024)

Codec Avatar Studio: Paired Human Captures for Complete, Driveable, and Generalizable Avatars. - Julieta Martinez 001; Emily Kim; Javier Romero 002; Timur M. Bagautdinov; Shunsuke Saito; Shoou-I Yu; Stuart Anderson; Michael Zollhöfer; Te-Li Wang; Shaojie Bai; Chenghui Li; Shih-En Wei; et al. (NeurIPS, 2024)

Relightable Full-Body Gaussian Codec Avatars. - Shaofei Wang 001; Tomas Simon; Igor Santesteban; Timur M. Bagautdinov; Junxuan Li; Vasu Agrawal; Fabian Prada; Shoou-I Yu; Pace Nalbone; Matt Gramlich; Roman Lubachersky; Chenglei Wu; et al. (CoRR, 2025)

ATLAS: Decoupling Skeletal and Shape Parameters for Expressive Parametric Human Modeling. - Jinhyung Park; Javier Romero 002; Shunsuke Saito; Fabian Prada; Takaaki Shiratori; Yichen Xu; Federica Bogo; Shoou-I Yu; Kris Kitani; Rawal Khirodkar (CoRR, 2025)