MoPro: Webly Supervised Learning with Momentum Prototypes

Sep 17, 2020
Junnan Li, Caiming Xiong, Steven C. H. Hoi

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The Devil is in Classification: A Simple Framework for Long-tail Instance Segmentation

Jul 31, 2020
Tao Wang, Yu Li, Bingyi Kang, Junnan Li, Junhao Liew, Sheng Tang, Steven Hoi, Jiashi Feng

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* LVIS 2019 challenge winner, performance significantly improved after challenge submission, accepted at ECCV 2019 

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Prototypical Contrastive Learning of Unsupervised Representations

Jun 05, 2020
Junnan Li, Pan Zhou, Caiming Xiong, Richard Socher, Steven C. H. Hoi

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Improving out-of-distribution generalization via multi-task self-supervised pretraining

Mar 30, 2020
Isabela Albuquerque, Nikhil Naik, Junnan Li, Nitish Keskar, Richard Socher

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Towards Noise-resistant Object Detection with Noisy Annotations

Mar 03, 2020
Junnan Li, Caiming Xiong, Richard Socher, Steven Hoi

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DivideMix: Learning with Noisy Labels as Semi-supervised Learning

Feb 18, 2020
Junnan Li, Richard Socher, Steven C. H. Hoi

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* International Conference on Learning Representations, 2020 

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Weakly-Supervised Multi-Person Action Recognition in 360$^{\circ}$ Videos

Feb 09, 2020
Junnan Li, Jianquan Liu, Yongkang Wong, Shoji Nishimura, Mohan Kankanhalli

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GradMix: Multi-source Transfer across Domains and Tasks

Feb 09, 2020
Junnan Li, Ziwei Xu, Yongkang Wong, Qi Zhao, Mohan Kankanhalli

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Classification Calibration for Long-tail Instance Segmentation

Nov 02, 2019
Tao Wang, Yu Li, Bingyi Kang, Junnan Li, Jun Hao Liew, Sheng Tang, Steven Hoi, Jiashi Feng

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* This report presents our winning solution to LVIS 2019 challenge 

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Visual Social Relationship Recognition

Dec 13, 2018
Junnan Li, Yongkang Wong, Qi Zhao, Mohan S. Kankanhalli

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* arXiv admin note: text overlap with arXiv:1708.00634 

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Learning to Learn from Noisy Labeled Data

Dec 13, 2018
Junnan Li, Yongkang Wong, Qi Zhao, Mohan Kankanhalli

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Unsupervised Learning of View-invariant Action Representations

Sep 06, 2018
Junnan Li, Yongkang Wong, Qi Zhao, Mohan S. Kankanhalli

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* NIPS 2018 

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Interact as You Intend: Intention-Driven Human-Object Interaction Detection

Aug 29, 2018
Bingjie Xu, Junnan Li, Yongkang Wong, Mohan S. Kankanhalli, Qi Zhao

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Video Storytelling

Jul 25, 2018
Junnan Li, Yongkang Wong, Qi Zhao, Mohan S. Kankanhalli

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Attention Transfer from Web Images for Video Recognition

Aug 03, 2017
Junnan Li, Yongkang Wong, Qi Zhao, Mohan Kankanhalli

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* ACM Multimedia, 2017 

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Dual-Glance Model for Deciphering Social Relationships

Aug 02, 2017
Junnan Li, Yongkang Wong, Qi Zhao, Mohan S. Kankanhalli

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* IEEE International Conference on Computer Vision (ICCV), 2017 

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