Dynamic Head: Unifying Object Detection Heads with Attentions
Xiyang Dai, Yinpeng Chen, Bin (Leo) Hsiao, Dongdong Chen, Mengchen Liu, Lu Yuan, Lei Zhang
CVPR 2021 | June 2021
Publications
Publications by Year
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Dynamic Transfer for Multi-Source Domain Adaptation
Yunsheng Li, Lu Yuan, Yinpeng Chen, Pei Wang, Nuno Vasconcelos
CVPR 2021 | June 2021
Unsupervised Pre-training for Person Re-identification
Dengpan Fu, Dong Chen, Jianmin Bao, Hao Yang, Lu Yuan, Lei Zhang, Houqiang Li
CVPR 2021 | June 2021
Revisiting Dynamic Convolution via Matrix Decomposition
Yunsheng Li, Yinpeng Chen, Xiyang Dai, mengchen liu, Dong Chen, Ye Yu, Lu Yuan, Zicheng Liu, Mei Chen, Nuno Vasconcelos
2021 International Conference on Learning Representations | May 2021
VIVO: Surpassing Human Performance in Novel Object Captioning with Visual Vocabulary Pre-Training
Xiaowei Hu, Xi Yin, Kevin Lin, Lijuan Wang, Lei Zhang, Jianfeng Gao, Zicheng Liu
AAAI | February 2021
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GreedyFool: Distortion-Aware Sparse Adversarial Attack
Xiaoyi Dong, Dong Chen, Jianmin Bao, Chuan Qin, Lu Yuan, Weiming Zhang, Nenghai Yu
2020 Neural Information Processing Systems | December 2020
Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks
Xiujun Li, Xi Yin, Chunyuan Li, Pengchuan Zhang, Xiaowei Hu, Lei Zhang, Lijuan Wang, Houdong Hu, Li Dong, Furu Wei, Yejin Choi, Jianfeng Gao
ECCV | August 2020
DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search
Xiyang Dai, Dongdong Chen, Mengchen Liu, Yinpeng Chen, Lu Yuan
16th European Conference Computer Vision (ECCV 2020) | August 2020
Dynamic ReLU
Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu
16th European Conference Computer Vision (ECCV 2020) | August 2020
MichiGAN: multi-input-conditioned hair image generation for portrait editing
Zhentao Tan, Menglei Chai, Dong Chen, Jing Liao, Qi Chu, Lu Yuan, Sergey Tulyakov, Nenghai Yu
ACM Transactions on Graphics | July 2020, Vol 39(4): pp. 95
Dynamic Convolution: Attention over Convolution Kernels
Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu
2020 Conference on Computer Vision and Pattern Recognition | June 2020
Cross-domain Correspondence Learning for Exemplar-based Image Translation
Pan Zhang, Bo Zhang, Dong Chen, Lu Yuan, Fang Wen
CVPR 2020 | June 2020
Density-Aware Graph for Deep Semi-Supervised Visual Recognition
Suichan Li, Bin Liu, Dongdong Chen, Qi Chu, Lu Yuan, Nenghai Yu
CVPR 2020 | June 2020
LSM: Learning Subspace Minimization for Low-level Vision
Chengzhou Tang, Lu Yuan, Ping Tan
CVPR 2020 | June 2020
Unified Vision-Language Pre-Training for Image Captioning and VQA
Luowei Zhou, Hamid Palangi, Lei Zhang, Houdong Hu, Jason J. Corso, Jianfeng Gao
AAAI | February 2020
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WSOD^2: Learning Bottom-up and Top-down Objectness Distillation for Weakly-supervised Object Detection
Zhaoyang Zeng, Bei Liu, Jianlong Fu, Hongyang Chao, Lei Zhang
ICCV | October 2019
Object-driven Text-to-Image Synthesis via Adversarial Training
Wenbo Li, Pengchuan Zhang, Lei Zhang, Qiuyuan Huang, Xiaodong He, Siwei Lyu, Jianfeng Gao
CVPR 2019 | February 2019
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Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering
Peter Anderson, Xiaodong He, Chris Buehler, Damien Teney, Mark Johnson, Stephen Gould, Lei Zhang
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | April 2018
CleanNet: Transfer Learning for Scalable Image Classifier Training With Label Noise
Kuang-Huei Lee, Xiaodong He, Lei Zhang, Linjun Yang
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | April 2018
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Rich Image Captioning in the Wild
Kenneth Tran, Xiaodong He, Lei Zhang, Jian Sun, Cornelia Carapcea, Chris Thrasher, Chris Buehler, Chris Sienkiewicz
DeepVision workshop, Proceedings of CVPR 2016 | June 2016
Publications by Research Area
-
Dynamic Head: Unifying Object Detection Heads with Attentions
Xiyang Dai, Yinpeng Chen, Bin (Leo) Hsiao, Dongdong Chen, Mengchen Liu, Lu Yuan, Lei Zhang
CVPR 2021 | June 2021
Dynamic Transfer for Multi-Source Domain Adaptation
Yunsheng Li, Lu Yuan, Yinpeng Chen, Pei Wang, Nuno Vasconcelos
CVPR 2021 | June 2021
Unsupervised Pre-training for Person Re-identification
Dengpan Fu, Dong Chen, Jianmin Bao, Hao Yang, Lu Yuan, Lei Zhang, Houqiang Li
CVPR 2021 | June 2021
Revisiting Dynamic Convolution via Matrix Decomposition
Yunsheng Li, Yinpeng Chen, Xiyang Dai, mengchen liu, Dong Chen, Ye Yu, Lu Yuan, Zicheng Liu, Mei Chen, Nuno Vasconcelos
2021 International Conference on Learning Representations | May 2021
VIVO: Surpassing Human Performance in Novel Object Captioning with Visual Vocabulary Pre-Training
Xiaowei Hu, Xi Yin, Kevin Lin, Lijuan Wang, Lei Zhang, Jianfeng Gao, Zicheng Liu
AAAI | February 2021
GreedyFool: Distortion-Aware Sparse Adversarial Attack
Xiaoyi Dong, Dong Chen, Jianmin Bao, Chuan Qin, Lu Yuan, Weiming Zhang, Nenghai Yu
2020 Neural Information Processing Systems | December 2020
Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks
Xiujun Li, Xi Yin, Chunyuan Li, Pengchuan Zhang, Xiaowei Hu, Lei Zhang, Lijuan Wang, Houdong Hu, Li Dong, Furu Wei, Yejin Choi, Jianfeng Gao
ECCV | August 2020
Dynamic ReLU
Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu
16th European Conference Computer Vision (ECCV 2020) | August 2020
DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search
Xiyang Dai, Dongdong Chen, Mengchen Liu, Yinpeng Chen, Lu Yuan
16th European Conference Computer Vision (ECCV 2020) | August 2020
MichiGAN: multi-input-conditioned hair image generation for portrait editing
Zhentao Tan, Menglei Chai, Dong Chen, Jing Liao, Qi Chu, Lu Yuan, Sergey Tulyakov, Nenghai Yu
ACM Transactions on Graphics | July 2020, Vol 39(4): pp. 95
Dynamic Convolution: Attention over Convolution Kernels
Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu
2020 Conference on Computer Vision and Pattern Recognition | June 2020
Density-Aware Graph for Deep Semi-Supervised Visual Recognition
Suichan Li, Bin Liu, Dongdong Chen, Qi Chu, Lu Yuan, Nenghai Yu
CVPR 2020 | June 2020
Cross-domain Correspondence Learning for Exemplar-based Image Translation
Pan Zhang, Bo Zhang, Dong Chen, Lu Yuan, Fang Wen
CVPR 2020 | June 2020
LSM: Learning Subspace Minimization for Low-level Vision
Chengzhou Tang, Lu Yuan, Ping Tan
CVPR 2020 | June 2020
WSOD^2: Learning Bottom-up and Top-down Objectness Distillation for Weakly-supervised Object Detection
Zhaoyang Zeng, Bei Liu, Jianlong Fu, Hongyang Chao, Lei Zhang
ICCV | October 2019
Object-driven Text-to-Image Synthesis via Adversarial Training
Wenbo Li, Pengchuan Zhang, Lei Zhang, Qiuyuan Huang, Xiaodong He, Siwei Lyu, Jianfeng Gao
CVPR 2019 | February 2019
CleanNet: Transfer Learning for Scalable Image Classifier Training With Label Noise
Kuang-Huei Lee, Xiaodong He, Lei Zhang, Linjun Yang
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | April 2018
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering
Peter Anderson, Xiaodong He, Chris Buehler, Damien Teney, Mark Johnson, Stephen Gould, Lei Zhang
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | April 2018
Rich Image Captioning in the Wild
Kenneth Tran, Xiaodong He, Lei Zhang, Jian Sun, Cornelia Carapcea, Chris Thrasher, Chris Buehler, Chris Sienkiewicz
DeepVision workshop, Proceedings of CVPR 2016 | June 2016
-
VIVO: Surpassing Human Performance in Novel Object Captioning with Visual Vocabulary Pre-Training
Xiaowei Hu, Xi Yin, Kevin Lin, Lijuan Wang, Lei Zhang, Jianfeng Gao, Zicheng Liu
AAAI | February 2021
GreedyFool: Distortion-Aware Sparse Adversarial Attack
Xiaoyi Dong, Dong Chen, Jianmin Bao, Chuan Qin, Lu Yuan, Weiming Zhang, Nenghai Yu
2020 Neural Information Processing Systems | December 2020
Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks
Xiujun Li, Xi Yin, Chunyuan Li, Pengchuan Zhang, Xiaowei Hu, Lei Zhang, Lijuan Wang, Houdong Hu, Li Dong, Furu Wei, Yejin Choi, Jianfeng Gao
ECCV | August 2020
Unified Vision-Language Pre-Training for Image Captioning and VQA
Luowei Zhou, Hamid Palangi, Lei Zhang, Houdong Hu, Jason J. Corso, Jianfeng Gao
AAAI | February 2020
Object-driven Text-to-Image Synthesis via Adversarial Training
Wenbo Li, Pengchuan Zhang, Lei Zhang, Qiuyuan Huang, Xiaodong He, Siwei Lyu, Jianfeng Gao
CVPR 2019 | February 2019
Rich Image Captioning in the Wild
Kenneth Tran, Xiaodong He, Lei Zhang, Jian Sun, Cornelia Carapcea, Chris Thrasher, Chris Buehler, Chris Sienkiewicz
DeepVision workshop, Proceedings of CVPR 2016 | June 2016
-
Rich Image Captioning in the Wild
Kenneth Tran, Xiaodong He, Lei Zhang, Jian Sun, Cornelia Carapcea, Chris Thrasher, Chris Buehler, Chris Sienkiewicz
DeepVision workshop, Proceedings of CVPR 2016 | June 2016
Publications by Type
-
Dynamic Head: Unifying Object Detection Heads with Attentions
Xiyang Dai, Yinpeng Chen, Bin (Leo) Hsiao, Dongdong Chen, Mengchen Liu, Lu Yuan, Lei Zhang
CVPR 2021 | June 2021
Dynamic Transfer for Multi-Source Domain Adaptation
Yunsheng Li, Lu Yuan, Yinpeng Chen, Pei Wang, Nuno Vasconcelos
CVPR 2021 | June 2021
Unsupervised Pre-training for Person Re-identification
Dengpan Fu, Dong Chen, Jianmin Bao, Hao Yang, Lu Yuan, Lei Zhang, Houqiang Li
CVPR 2021 | June 2021
Revisiting Dynamic Convolution via Matrix Decomposition
Yunsheng Li, Yinpeng Chen, Xiyang Dai, mengchen liu, Dong Chen, Ye Yu, Lu Yuan, Zicheng Liu, Mei Chen, Nuno Vasconcelos
2021 International Conference on Learning Representations | May 2021
VIVO: Surpassing Human Performance in Novel Object Captioning with Visual Vocabulary Pre-Training
Xiaowei Hu, Xi Yin, Kevin Lin, Lijuan Wang, Lei Zhang, Jianfeng Gao, Zicheng Liu
AAAI | February 2021
GreedyFool: Distortion-Aware Sparse Adversarial Attack
Xiaoyi Dong, Dong Chen, Jianmin Bao, Chuan Qin, Lu Yuan, Weiming Zhang, Nenghai Yu
2020 Neural Information Processing Systems | December 2020
Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks
Xiujun Li, Xi Yin, Chunyuan Li, Pengchuan Zhang, Xiaowei Hu, Lei Zhang, Lijuan Wang, Houdong Hu, Li Dong, Furu Wei, Yejin Choi, Jianfeng Gao
ECCV | August 2020
Dynamic ReLU
Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu
16th European Conference Computer Vision (ECCV 2020) | August 2020
DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search
Xiyang Dai, Dongdong Chen, Mengchen Liu, Yinpeng Chen, Lu Yuan
16th European Conference Computer Vision (ECCV 2020) | August 2020
Dynamic Convolution: Attention over Convolution Kernels
Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu
2020 Conference on Computer Vision and Pattern Recognition | June 2020
Density-Aware Graph for Deep Semi-Supervised Visual Recognition
Suichan Li, Bin Liu, Dongdong Chen, Qi Chu, Lu Yuan, Nenghai Yu
CVPR 2020 | June 2020
Cross-domain Correspondence Learning for Exemplar-based Image Translation
Pan Zhang, Bo Zhang, Dong Chen, Lu Yuan, Fang Wen
CVPR 2020 | June 2020
LSM: Learning Subspace Minimization for Low-level Vision
Chengzhou Tang, Lu Yuan, Ping Tan
CVPR 2020 | June 2020
Unified Vision-Language Pre-Training for Image Captioning and VQA
Luowei Zhou, Hamid Palangi, Lei Zhang, Houdong Hu, Jason J. Corso, Jianfeng Gao
AAAI | February 2020
WSOD^2: Learning Bottom-up and Top-down Objectness Distillation for Weakly-supervised Object Detection
Zhaoyang Zeng, Bei Liu, Jianlong Fu, Hongyang Chao, Lei Zhang
ICCV | October 2019
Object-driven Text-to-Image Synthesis via Adversarial Training
Wenbo Li, Pengchuan Zhang, Lei Zhang, Qiuyuan Huang, Xiaodong He, Siwei Lyu, Jianfeng Gao
CVPR 2019 | February 2019
CleanNet: Transfer Learning for Scalable Image Classifier Training With Label Noise
Kuang-Huei Lee, Xiaodong He, Lei Zhang, Linjun Yang
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | April 2018
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering
Peter Anderson, Xiaodong He, Chris Buehler, Damien Teney, Mark Johnson, Stephen Gould, Lei Zhang
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | April 2018
Rich Image Captioning in the Wild
Kenneth Tran, Xiaodong He, Lei Zhang, Jian Sun, Cornelia Carapcea, Chris Thrasher, Chris Buehler, Chris Sienkiewicz
DeepVision workshop, Proceedings of CVPR 2016 | June 2016
-
MichiGAN: multi-input-conditioned hair image generation for portrait editing
Zhentao Tan, Menglei Chai, Dong Chen, Jing Liao, Qi Chu, Lu Yuan, Sergey Tulyakov, Nenghai Yu
ACM Transactions on Graphics | July 2020, Vol 39(4): pp. 95