Project Florence (AI)

Advancing the state-of-the-art computer vision technologies

论文与出版物

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- 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
  
  Publication
- Dynamic Transfer for Multi-Source Domain Adaptation
  
  Yunsheng Li, Lu Yuan, Yinpeng Chen, Pei Wang, Nuno Vasconcelos
  
  CVPR 2021 | June 2021
  
  PDF
- 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
  
  PDF Publication Publication Publication
- 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
  
  PDF Publication
- 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
  
  PDF Publication 视频项目
- 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
  
  PDF PDF Publication Publication Publication
- 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
  
  Publication 视频 Github 项目项目
- 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
  
  Publication
- Dynamic ReLU
  
  Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu
  
  16th European Conference Computer Vision (ECCV 2020) | August 2020
  
  Publication
- 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, 第 39 卷(4): pp. 95
  
  DOI Publication Publication
- 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
  
  Publication PDF
- Cross-domain Correspondence Learning for Exemplar-based Image Translation
  
  Pan Zhang, Bo Zhang, Dong Chen, Lu Yuan, Fang Wen
  
  CVPR 2020 | June 2020
  
  Publication PDF
- 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
  
  Publication PDF
- LSM: Learning Subspace Minimization for Low-level Vision
  
  Chengzhou Tang, Lu Yuan, Ping Tan
  
  CVPR 2020 | June 2020
  
  Publication PDF
- 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
  
  Publication 项目
- 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
  
  Publication
- 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
  
  PDF Publication
- 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
  
  论文与出版物
- 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
  
  论文与出版物
- 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
  
  论文与出版物

- 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
  
  Publication
- Dynamic Transfer for Multi-Source Domain Adaptation
  
  Yunsheng Li, Lu Yuan, Yinpeng Chen, Pei Wang, Nuno Vasconcelos
  
  CVPR 2021 | June 2021
  
  PDF
- 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
  
  PDF Publication Publication Publication
- 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
  
  PDF Publication
- 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
  
  PDF Publication 视频项目
- 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
  
  PDF PDF Publication Publication Publication
- 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
  
  Publication 视频 Github 项目项目
- Dynamic ReLU
  
  Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu
  
  16th European Conference Computer Vision (ECCV 2020) | August 2020
  
  Publication
- 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
  
  Publication
- 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, 第 39 卷(4): pp. 95
  
  DOI Publication Publication
- 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
  
  Publication PDF
- 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
  
  Publication PDF
- Cross-domain Correspondence Learning for Exemplar-based Image Translation
  
  Pan Zhang, Bo Zhang, Dong Chen, Lu Yuan, Fang Wen
  
  CVPR 2020 | June 2020
  
  Publication PDF
- LSM: Learning Subspace Minimization for Low-level Vision
  
  Chengzhou Tang, Lu Yuan, Ping Tan
  
  CVPR 2020 | June 2020
  
  Publication PDF
- 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
  
  Publication
- 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
  
  PDF Publication
- 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
  
  论文与出版物
- 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
  
  论文与出版物
- 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
  
  论文与出版物
- 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
  
  PDF Publication 视频项目
- 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
  
  PDF PDF Publication Publication Publication
- 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
  
  Publication 视频 Github 项目项目
- 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
  
  Publication 项目
- 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
  
  PDF Publication
- 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
  
  论文与出版物
- 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
  
  论文与出版物

- 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
  
  Publication
- Dynamic Transfer for Multi-Source Domain Adaptation
  
  Yunsheng Li, Lu Yuan, Yinpeng Chen, Pei Wang, Nuno Vasconcelos
  
  CVPR 2021 | June 2021
  
  PDF
- 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
  
  PDF Publication Publication Publication
- 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
  
  PDF Publication
- 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
  
  PDF Publication 视频项目
- 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
  
  PDF PDF Publication Publication Publication
- 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
  
  Publication 视频 Github 项目项目
- Dynamic ReLU
  
  Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu
  
  16th European Conference Computer Vision (ECCV 2020) | August 2020
  
  Publication
- 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
  
  Publication
- 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
  
  Publication PDF
- 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
  
  Publication PDF
- Cross-domain Correspondence Learning for Exemplar-based Image Translation
  
  Pan Zhang, Bo Zhang, Dong Chen, Lu Yuan, Fang Wen
  
  CVPR 2020 | June 2020
  
  Publication PDF
- LSM: Learning Subspace Minimization for Low-level Vision
  
  Chengzhou Tang, Lu Yuan, Ping Tan
  
  CVPR 2020 | June 2020
  
  Publication PDF
- 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
  
  Publication 项目
- 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
  
  Publication
- 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
  
  PDF Publication
- 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
  
  论文与出版物
- 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
  
  论文与出版物
- 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
  
  论文与出版物
- 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, 第 39 卷(4): pp. 95
  
  DOI Publication Publication