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Anti-Neuron Watermarking: Protecting Personal Data Against Unauthorized Neural Model Training


Sep 18, 2021
Zihang Zou, Boqing Gong, Liqiang Wang


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Federated Multi-Target Domain Adaptation


Aug 17, 2021
Chun-Han Yao, Boqing Gong, Yin Cui, Hang Qi, Yukun Zhu, Ming-Hsuan Yang


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On Model Calibration for Long-Tailed Object Detection and Instance Segmentation


Jul 05, 2021
Tai-Yu Pan, Cheng Zhang, Yandong Li, Hexiang Hu, Dong Xuan, Soravit Changpinyo, Boqing Gong, Wei-Lun Chao


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Bridging the Gap Between Object Detection and User Intent via Query-Modulation


Jun 18, 2021
Marco Fornoni, Chaochao Yan, Liangchen Luo, Kimberly Wilber, Alex Stark, Yin Cui, Boqing Gong, Andrew Howard


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When Vision Transformers Outperform ResNets without Pretraining or Strong Data Augmentations


Jun 03, 2021
Xiangning Chen, Cho-Jui Hsieh, Boqing Gong


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Adversarially Adaptive Normalization for Single Domain Generalization


Jun 01, 2021
Xinjie Fan, Qifei Wang, Junjie Ke, Feng Yang, Boqing Gong, Mingyuan Zhou

* CVPR 2021 

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2.5D Visual Relationship Detection


Apr 26, 2021
Yu-Chuan Su, Soravit Changpinyo, Xiangning Chen, Sathish Thoppay, Cho-Jui Hsieh, Lior Shapira, Radu Soricut, Hartwig Adam, Matthew Brown, Ming-Hsuan Yang, Boqing Gong


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VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text


Apr 22, 2021
Hassan Akbari, Linagzhe Yuan, Rui Qian, Wei-Hong Chuang, Shih-Fu Chang, Yin Cui, Boqing Gong


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MoViNets: Mobile Video Networks for Efficient Video Recognition


Apr 18, 2021
Dan Kondratyuk, Liangzhe Yuan, Yandong Li, Li Zhang, Mingxing Tan, Matthew Brown, Boqing Gong

* Accepted to CVPR 2021 

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Class-Balanced Distillation for Long-Tailed Visual Recognition


Apr 12, 2021
Ahmet Iscen, André Araujo, Boqing Gong, Cordelia Schmid


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Robust and Accurate Object Detection via Adversarial Learning


Mar 26, 2021
Xiangning Chen, Cihang Xie, Mingxing Tan, Li Zhang, Cho-Jui Hsieh, Boqing Gong

* CVPR 2021. Models are available at https://github.com/google/automl/tree/master/efficientdet/Det-AdvProp.md 

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A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection


Feb 17, 2021
Cheng Zhang, Tai-Yu Pan, Yandong Li, Hexiang Hu, Dong Xuan, Soravit Changpinyo, Boqing Gong, Wei-Lun Chao


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Large-Scale Meta-Learning with Continual Trajectory Shifting


Feb 14, 2021
Jaewoong Shin, Hae Beom Lee, Boqing Gong, Sung Ju Hwang


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Contrastive Learning for Label-Efficient Semantic Segmentation


Dec 23, 2020
Xiangyun Zhao, Raviteja Vemulapalli, Philip Mansfield, Boqing Gong, Bradley Green, Lior Shapira, Ying Wu


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Ranking Neural Checkpoints


Nov 23, 2020
Yandong Li, Xuhui Jia, Ruoxin Sang, Yukun Zhu, Bradley Green, Liqiang Wang, Boqing Gong


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Spatiotemporal Contrastive Video Representation Learning


Aug 09, 2020
Rui Qian, Tianjian Meng, Boqing Gong, Ming-Hsuan Yang, Huisheng Wang, Serge Belongie, Yin Cui


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Improving Object Detection with Selective Self-supervised Self-training


Jul 24, 2020
Yandong Li, Di Huang, Danfeng Qin, Liqiang Wang, Boqing Gong

* Accepted to ECCV 2020 

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Complete & Label: A Domain Adaptation Approach to Semantic Segmentation of LiDAR Point Clouds


Jul 16, 2020
Li Yi, Boqing Gong, Thomas Funkhouser


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Smooth Adversarial Training


Jun 25, 2020
Cihang Xie, Mingxing Tan, Boqing Gong, Alan Yuille, Quoc V. Le

* tech report 

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When Ensembling Smaller Models is More Efficient than Single Large Models


May 01, 2020
Dan Kondratyuk, Mingxing Tan, Matthew Brown, Boqing Gong


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Neural Networks Are More Productive Teachers Than Human Raters: Active Mixup for Data-Efficient Knowledge Distillation from a Blackbox Model


Mar 31, 2020
Dongdong Wang, Yandong Li, Liqiang Wang, Boqing Gong

* Accepted to CVPR 2020 

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Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition from a Domain Adaptation Perspective


Mar 24, 2020
Muhammad Abdullah Jamal, Matthew Brown, Ming-Hsuan Yang, Liqiang Wang, Boqing Gong

* Accepted for publication at CVPR2020 

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MACER: Attack-free and Scalable Robust Training via Maximizing Certified Radius


Feb 15, 2020
Runtian Zhai, Chen Dan, Di He, Huan Zhang, Boqing Gong, Pradeep Ravikumar, Cho-Jui Hsieh, Liwei Wang

* In ICLR 2020. 20 Pages 

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Look, Listen, and Act: Towards Audio-Visual Embodied Navigation


Dec 25, 2019
Chuang Gan, Yiwei Zhang, Jiajun Wu, Boqing Gong, Joshua B. Tenenbaum


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Adversarial Examples Improve Image Recognition


Nov 21, 2019
Cihang Xie, Mingxing Tan, Boqing Gong, Jiang Wang, Alan Yuille, Quoc V. Le

* tech report; models are available at https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet 

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