He, Tianyu

28 publications

ICML 2025 (How) Can Transformers Predict Pseudo-Random Numbers? Tao Tao, Darshil Doshi, Dayal Singh Kalra, Tianyu He, Maissam Barkeshli
CVPR 2025 3D-LLaVA: Towards Generalist 3D LMMs with Omni Superpoint Transformer Jiajun Deng, Tianyu He, Li Jiang, Tianyu Wang, Feras Dayoub, Ian Reid
AAAI 2025 InstructAvatar: Text-Guided Emotion and Motion Control for Avatar Generation Yuchi Wang, Junliang Guo, Jianhong Bai, Runyi Yu, Tianyu He, Xu Tan, Xu Sun, Jiang Bian
ICLR 2025 Universal Sharpness Dynamics in Neural Network Training: Fixed Point Analysis, Edge of Stability, and Route to Chaos Dayal Singh Kalra, Tianyu He, Maissam Barkeshli
CVPR 2025 VidTwin: Video VAE with Decoupled Structure and Dynamics Yuchi Wang, Junliang Guo, Xinyi Xie, Tianyu He, Xu Sun, Jiang Bian
ICLR 2025 Video In-Context Learning: Autoregressive Transformers Are Zero-Shot Video Imitators Wentao Zhang, Junliang Guo, Tianyu He, Li Zhao, Linli Xu, Jiang Bian
NeurIPS 2024 Compositional 3D-Aware Video Generation with LLM Director Hanxin Zhu, Tianyu He, Anni Tang, Junliang Guo, Zhibo Chen, Jiang Bian
ECCV 2024 End-to-End Rate-Distortion Optimized 3D Gaussian Representation Henan Wang, Hanxin Zhu, Tianyu He, Runsen Feng, Jiajun Deng, Jiang Bian, Zhibo Chen
NeurIPSW 2024 Exploring Model Depth and Data Complexity Through the Lens of Cellular Automata Tianyu He, Darshil Doshi, Aritra Das, Andrey Gromov
ICLR 2024 GAIA: Zero-Shot Talking Avatar Generation Tianyu He, Junliang Guo, Runyi Yu, Yuchi Wang, Jialiang Zhu, Kaikai An, Leyi Li, Xu Tan, Chunyu Wang, Han Hu, HsiangTao Wu, Sheng Zhao, Jiang Bian
CVPR 2024 Is Vanilla MLP in Neural Radiance Field Enough for Few-Shot View Synthesis? Hanxin Zhu, Tianyu He, Xin Li, Bingchen Li, Zhibo Chen
NeurIPS 2024 Learning to Grok: Emergence of In-Context Learning and Skill Composition in Modular Arithmetic Tasks Tianyu He, Darshil Doshi, Aritra Das, Andrey Gromov
ICMLW 2024 Learning to Grok: Emergence of In-Context Learning and Skill Composition in Modular Arithmetic Tasks Tianyu He, Darshil Doshi, Aritra Das, Andrey Gromov
ICLR 2024 To Grok or Not to Grok: Disentangling Generalization and Memorization on Corrupted Algorithmic Datasets Darshil Doshi, Aritra Das, Tianyu He, Andrey Gromov
NeurIPSW 2024 Universal Sharpness Dynamics in Neural Network Training: Fixed Point Analysis, Edge of Stability, and Route to Chaos Dayal Singh Kalra, Tianyu He, Maissam Barkeshli
NeurIPS 2023 Critical Initialization of Wide and Deep Neural Networks Using Partial Jacobians: General Theory and Applications Darshil Doshi, Tianyu He, Andrey Gromov
ICCV 2023 HiFace: High-Fidelity 3D Face Reconstruction by Learning Static and Dynamic Details Zenghao Chai, Tianke Zhang, Tianyu He, Xu Tan, Tadas Baltrusaitis, HsiangTao Wu, Runnan Li, Sheng Zhao, Chun Yuan, Jiang Bian
CVPR 2022 Cloth-Changing Person Re-Identification from a Single Image with Gait Prediction and Regularization Xin Jin, Tianyu He, Kecheng Zheng, Zhiheng Yin, Xu Shen, Zhen Huang, Ruoyu Feng, Jianqiang Huang, Zhibo Chen, Xian-Sheng Hua
ECCV 2022 Image Coding for Machines with Omnipotent Feature Learning Ruoyu Feng, Xin Jin, Zongyu Guo, Runsen Feng, Yixin Gao, Tianyu He, Zhizheng Zhang, Simeng Sun, Zhibo Chen
ECCVW 2022 Unleashing the Potential of Adaptation Models via Go-Getting Domain Labels Xin Jin, Tianyu He, Xu Shen, Songhua Wu, Tongliang Liu, Jingwen Ye, Xinchao Wang, Jianqiang Huang, Zhibo Chen, Xian-Sheng Hua
ICCV 2021 Dense Interaction Learning for Video-Based Person Re-Identification Tianyu He, Xin Jin, Xu Shen, Jianqiang Huang, Zhibo Chen, Xian-Sheng Hua
IJCAI 2021 Enhance Image as You like with Unpaired Learning Xiaopeng Sun, Muxingzi Li, Tianyu He, Lubin Fan
CVPR 2021 Partial Person Re-Identification with Part-Part Correspondence Learning Tianyu He, Xu Shen, Jianqiang Huang, Zhibo Chen, Xian-Sheng Hua
AAAI 2020 Learning to Transfer: Unsupervised Domain Translation via Meta-Learning Jianxin Lin, Yijun Wang, Zhibo Chen, Tianyu He
IJCAI 2019 Deliberation Learning for Image-to-Image Translation Tianyu He, Yingce Xia, Jianxin Lin, Xu Tan, Di He, Tao Qin, Zhibo Chen
ICLR 2019 Multi-Agent Dual Learning Yiren Wang, Yingce Xia, Tianyu He, Fei Tian, Tao Qin, ChengXiang Zhai, Tie-Yan Liu
AAAI 2019 Tied Transformers: Neural Machine Translation with Shared Encoder and Decoder Yingce Xia, Tianyu He, Xu Tan, Fei Tian, Di He, Tao Qin
NeurIPS 2018 Layer-Wise Coordination Between Encoder and Decoder for Neural Machine Translation Tianyu He, Xu Tan, Yingce Xia, Di He, Tao Qin, Zhibo Chen, Tie-Yan Liu