2023 |
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Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles
Chaitanya Ryali*, Yuan-Ting Hu*, Daniel Bolya*, Chen Wei, Haoqi Fan, Po-Yao Huang, Vaibhav Aggarwal, Arkabandhu Chowdhury, Omid Poursaeed, Judy Hoffman, Jitendra Malik, Yanghao Li*, Christoph Feichtenhofer*
International Conference on Machine Learning (ICML), 2023 (Oral)
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Code
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Scaling Language-Image Pre-training via Masking
Yanghao Li*, Haoqi Fan*, Ronghang Hu*, Christoph Feichtenhofer†, Kaiming He†
Computer Vision and Pattern Recognition (CVPR), 2023
Paper
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Code
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2022 |
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Masked Autoencoders As Spatiotemporal Learners
Christoph Feichtenhofer*, Haoqi Fan*, Yanghao Li, Kaiming He
Conference on Neural Information Processing Systems (NeurIPS), 2022
Paper
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Code
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Exploring Plain Vision Transformer Backbones for Object Detection
Yanghao Li, Hanzi Mao, Ross Girshick*, Kaiming He*
European Conference on Computer Vision (ECCV), 2022
Paper
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Code
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MViTv2: Improved Multiscale Vision Transformers for Classification and Detection
Yanghao Li*, Chao-Yuan Wu*, Haoqi Fan, Karttikeya Mangalam, Bo Xiong, Jitendra Malik, Christoph Feichtenhofer*
Computer Vision and Pattern Recognition (CVPR), 2022
Paper
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Code
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Masked Autoencoders are Scalable Vision Learners
Kaiming He, Xinlei Chen, Saining Xie, Yanghao Li, Piotr Dollár, Ross Girshick
Computer Vision and Pattern Recognition (CVPR), 2022 (Oral). Best Paper Nominee
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Code
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MeMViT: Memory-Augmented Multiscale Vision Transformer for Efficient Long-Term Video Recognition
Chao-Yuan Wu*, Yanghao Li*, Karttikeya Mangalam, Haoqi Fan, Bo Xiong, Jitendra Malik, Christoph Feichtenhofer*
Computer Vision and Pattern Recognition (CVPR), 2022 (Oral)
Paper
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Reversible Vision Tranformers
Karttikeya Mangalam, Haoqi Fan, Yanghao Li, Chao-Yuan Wu, Bo Xiong, Christoph Feichtenhofer, Jitendra Malik
Computer Vision and Pattern Recognition (CVPR), 2022 (Oral).
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Code
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Ego4d: Around the world in 3,000 hours of egocentric video
Kristen Grauman et al.
Computer Vision and Pattern Recognition (CVPR), 2022 (Oral). Best Paper Nominee
Paper
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Website
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2021 |
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Benchmarking Detection Transfer Learning with Vision Transformers
Yanghao Li, Saining Xie, Xinlei Chen, Piotr Dollár, Kaiming He, Ross Girshick
Tech report, 2021
Paper
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Multiscale Vision Transformers
Haoqi Fan*, Bo Xiong*, Karttikeya Mangalam*, Yanghao Li*, Zhicheng Yan, Jitendra Malik, Christoph Feichtenhofer*
International Conference on Computer Vision (ICCV), 2021
Paper
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Code
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Ego-Exo: Transferring Visual Representations from Third-person to First-person Videos
Yanghao Li, Tushar Nagarajan, Bo Xiong, Kristen Grauman
Computer Vision and Pattern Recognition (CVPR), 2021
Paper
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Code
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PyTorchVideo: A Deep Learning Library for Video Understanding
Haoqi Fan*, Tullie Murrell*, Heng Wang‡, Kalyan Vasudev Alwala‡, Yanghao Li‡, Yilei Li‡, Bo Xiong ‡,
Nikhila Ravi, Meng Li, Haichuan Yang, Jitendra Malik, Ross Girshick, Matt Feiszli, Aaron Adcock†, Wan-Yen Lo†, Christoph Feichtenhofer†
ACM International Conference on Multimedia (ACM MM), 2021
Paper
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Code
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Website
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Previous |
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EGO-TOPO: Environment Affordances from Egocentric Video
Tushar Nagarajan, Yanghao Li, Christoph Feichtenhofer, Kristen Grauman
Computer Vision and Pattern Recognition (CVPR), 2020 (Oral)
Paper
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Code
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Website
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Scale-Aware Trident Networks for Object Detection
Yanghao Li*, Yuntao Chen*, Naiyan Wang, Zhaoxiang Zhang
International Conference on Computer Vision (ICCV), 2019 (Oral)
Paper
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MXNet Code
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Detectron2 Code
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Temporal Bilinear Networks for Video Action Recognition
Yanghao Li, Sijie Song, Yuqi Li, Jiaying Liu
Association for the Advancement of Artificial Intelligence (AAAI), 2019 (Oral)
Paper
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Adaptive Batch Normalization for Practical Domain Adaptation
Yanghao Li, Naiyan Wang, Jianping Shi, Xiaodi Hou, and Jiaying Liu
Pattern Recognition, 2018
Paper
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ICLR workshop
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Webpage
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Factorized Bilinear Models for Image Recognition
Yanghao Li, Naiyan Wang, Jiaying Liu, Xiaodi Hou
International Conference on Computer Vision (ICCV), 2017
Paper
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Code
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Demystifying Neural Style Transfer
Yanghao Li, Naiyan Wang, Jiaying Liu, Xiaodi Hou
International Joint Conference on Artificial Intelligence (IJCAI), 2017 (Oral)
Paper
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Code
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Online Human Action Detection using Joint Classification-Regression Recurrent Neural Networks
Yanghao Li, Cuiling Lan, Junliang Xing, Wenjun Zeng, Chunfeng Yuan, Jiaying Liu
European Conference on Computer Vision (ECCV), 2016
Paper
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Website
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PySlowFast: video understanding codebase for state-of-the-art research
Haoqi Fan, Yanghao Li, Wan-Yen Lo, Christoph Feichtenhofer
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PyTorchVideo: A Deep Learning Library for Video Understanding
Haoqi Fan*, Tullie Murrell*, Heng Wang‡, Kalyan Vasudev Alwala‡, Yanghao Li‡, Yilei Li‡, Bo Xiong ‡,
Nikhila Ravi, Meng Li, Haichuan Yang, Jitendra Malik, Ross Girshick, Matt Feiszli, Aaron Adcock†, Wan-Yen Lo†, Christoph Feichtenhofer†
Paper
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Post
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SimpleDet - A Simple and Versatile Framework for Object Detection and Instance Recognition
Yuntao Chen, Chenxia Han, Yanghao Li, Zehao Huang, Yi Jiang, Naiyan Wang, Zhaoxiang Zhang
Paper
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Last update: Apr. 2022      Template
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