Chen, Yubei

19 publications

CVPR 2025 Neural Motion Simulator Pushing the Limit of World Models in Reinforcement Learning Chenjie Hao, Weyl Lu, Yifan Xu, Yubei Chen

ICCV 2025 Recover Biological Structure from Sparse-View Diffraction Images with Neural Volumetric Prior Renzhi He, Haowen Zhou, Yubei Chen, Yi Xue

ICLR 2025 URLOST: Unsupervised Representation Learning Without Stationarity or Topology Zeyu Yun, Juexiao Zhang, Yann LeCun, Yubei Chen

NeurIPSW 2024 Denoising for Manifold Extrapolation Zeyu Yun, Galen Chuang, Derek Dong, Yubei Chen

ECCV 2024 Pose-Aware Self-Supervised Learning with Viewpoint Trajectory Regularization Jiayun Wang, Yubei Chen, Stella X. Yu

CVPR 2024 Unsupervised Feature Learning with Emergent Data-Driven Prototypicality Yunhui Guo, Youren Zhang, Yubei Chen, Stella X. Yu

CPAL 2024 Unsupervised Learning of Structured Representation via Closed-Loop Transcription Shengbang Tong, Xili Dai, Yubei Chen, Mingyang Li, Zengyi Li, Brent Yi, Yann LeCun, Yi Ma

TMLR 2023 Bag of Image Patch Embedding Behind the Success of Self-Supervised Learning Yubei Chen, Adrien Bardes, Zengyi Li, Yann LeCun

WACV 2023 Compact and Optimal Deep Learning with Recurrent Parameter Generators Jiayun Wang, Yubei Chen, Stella X. Yu, Brian Cheung, Yann LeCun

ICLR 2023 Minimalistic Unsupervised Representation Learning with the Sparse Manifold Transform Yubei Chen, Zeyu Yun, Yi Ma, Bruno Olshausen, Yann LeCun

ICLR 2023 On the Duality Between Contrastive and Non-Contrastive Self-Supervised Learning Quentin Garrido, Yubei Chen, Adrien Bardes, Laurent Najman, Yann LeCun

ICLR 2023 Simple Emergent Action Representations from Multi-Task Policy Training Pu Hua, Yubei Chen, Huazhe Xu

ECCVW 2022 3D Shape Reconstruction from Free-Hand Sketches Jiayun Wang, Jierui Lin, Qian Yu, Runtao Liu, Yubei Chen, Stella X. Yu

CVPR 2022 Clipped Hyperbolic Classifiers Are Super-Hyperbolic Classifiers Yunhui Guo, Xudong Wang, Yubei Chen, Stella X. Yu

ECCV 2022 Decoupled Contrastive Learning Chun-Hsiao Yeh, Cheng-Yao Hong, Yen-Chi Hsu, Tyng-Luh Liu, Yubei Chen, Yann LeCun

NeurIPSW 2022 Disentangling Images with Lie Group Transformations and Sparse Coding Ho Yin Chau, Frank Yuchen Qiu, Yubei Chen, Bruno Olshausen

NeurIPSW 2022 Simple Emergent Action Representations from Multi-Task Policy Training Pu Hua, Yubei Chen, Huazhe Xu

NeurIPS 2019 Superposition of Many Models into One Brian Cheung, Alexander Terekhov, Yubei Chen, Pulkit Agrawal, Bruno Olshausen

NeurIPS 2018 The Sparse Manifold Transform Yubei Chen, Dylan Paiton, Bruno Olshausen