Shen, Jiajun

15 publications

IJCAI 2025 HGEN: Heterogeneous Graph Ensemble Networks Jiajun Shen, Yufei Jin, Kaibu Feng, Yi He, Xingquan Zhu

CVPR 2024 A Simple Recipe for Contrastively Pre-Training Video-First Encoders Beyond 16 Frames Pinelopi Papalampidi, Skanda Koppula, Shreya Pathak, Justin Chiu, Joe Heyward, Viorica Patraucean, Jiajun Shen, Antoine Miech, Andrew Zisserman, Aida Nematzdeh

ICMLW 2024 Asynchronous Local-SGD Training for Language Modeling Bo Liu, Rachita Chhaparia, Arthur Douillard, Satyen Kale, Andrei Alex Rusu, Jiajun Shen, Arthur Szlam, MarcAurelio Ranzato

ICMLW 2024 DiLoCo: Distributed Low-Communication Training of Language Models Arthur Douillard, Qixuan Feng, Andrei Alex Rusu, Rachita Chhaparia, Yani Donchev, Adhiguna Kuncoro, MarcAurelio Ranzato, Arthur Szlam, Jiajun Shen

NeurIPS 2023 Adaptive Uncertainty Estimation via High-Dimensional Testing on Latent Representations Tsai Hor Chan, Kin Wai Lau, Jiajun Shen, Guosheng Yin, Lequan Yu

ICCV 2023 L-DAWA: Layer-Wise Divergence Aware Weight Aggregation in Federated Self-Supervised Visual Representation Learning Yasar Abbas Ur Rehman, Yan Gao, Pedro Porto Buarque de Gusmao, Mina Alibeigi, Jiajun Shen, Nicholas D. Lane

JMLR 2023 Nevis'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research Jorg Bornschein, Alexandre Galashov, Ross Hemsley, Amal Rannen-Triki, Yutian Chen, Arslan Chaudhry, Xu Owen He, Arthur Douillard, Massimo Caccia, Qixuan Feng, Jiajun Shen, Sylvestre-Alvise Rebuffi, Kitty Stacpoole, Diego de las Casas, Will Hawkins, Angeliki Lazaridou, Yee Whye Teh, Andrei A. Rusu, Razvan Pascanu, Marc’Aurelio Ranzato

CVPR 2022 Abandoning the Bayer-Filter to See in the Dark Xingbo Dong, Wanyan Xu, Zhihui Miao, Lan Ma, Chao Zhang, Jiewen Yang, Zhe Jin, Andrew Beng Jin Teoh, Jiajun Shen

ECCV 2022 Federated Self-Supervised Learning for Video Understanding Yasar Abbas Ur Rehman, Yan Gao, Jiajun Shen, Pedro Porto Buarque de Gusmão, Nicholas Lane

CVPR 2022 Recurring the Transformer for Video Action Recognition Jiewen Yang, Xingbo Dong, Liujun Liu, Chao Zhang, Jiajun Shen, Dahai Yu

ECCV 2022 Towards Efficient and Scale-Robust Ultra-High-Definition Image Demoiréing Xin Yu, Peng Dai, Wenbo Li, Lan Ma, Jiajun Shen, Jia Li, Xiaojuan Qi

CVPR 2022 Video Demoireing with Relation-Based Temporal Consistency Peng Dai, Xin Yu, Lan Ma, Baoheng Zhang, Jia Li, Wenbo Li, Jiajun Shen, Xiaojuan Qi

CVPRW 2022 What Should Be Equivariant in Self-Supervised Learning Yuyang Xie, Jianhong Wen, Kin Wai Lau, Yasar Abbas Ur Rehman, Jiajun Shen

ICCV 2021 Watch Only Once: An End-to-End Video Action Detection Framework Shoufa Chen, Peize Sun, Enze Xie, Chongjian Ge, Jiannan Wu, Lan Ma, Jiajun Shen, Ping Luo

ICLR 2020 Revisiting Self-Training for Neural Sequence Generation Junxian He, Jiatao Gu, Jiajun Shen, Marc'Aurelio Ranzato