Towards Frame Rate Agnostic Multi-object Tracking.

Fengwei Yu

Weitao Feng Lei Bai 0001 Yongqiang Yao Fengwei Yu Wanli Ouyang Towards Frame Rate Agnostic Multi-object Tracking. 1443-1462 2024 May 132 Int. J. Comput. Vis. 5 https://doi.org/10.1007/s11263-023-01943-2 db/journals/ijcv/ijcv132.html#FengBYYO24

Jingru Tan Bo Li 0126 Xin Lu Yongqiang Yao Fengwei Yu Tong He 0001 Wanli Ouyang The Equalization Losses: Gradient-Driven Training for Long-tailed Object Recognition. 13876-13892 2023 November 45 IEEE Trans. Pattern Anal. Mach. Intell. 11 https://doi.org/10.1109/TPAMI.2023.3298433 db/journals/pami/pami45.html#TanLLYYHO23

Yuanzheng Ci Yizhou Wang 0007 Meilin Chen Shixiang Tang Lei Bai 0001 Feng Zhu 0006 Rui Zhao 0001 Fengwei Yu Donglian Qi Wanli Ouyang UniHCP: A Unified Model for Human-Centric Perceptions. 17840-17852 2023 CVPR https://doi.org/10.1109/CVPR52729.2023.01711 conf/cvpr/2023 db/conf/cvpr/cvpr2023.html#CiWCT000YQO23 Mingzhen Li 0001 Hailong Yang 0002 Shanjun Zhang Fengwei Yu Ruihao Gong Yi Liu 0013 Zhongzhi Luan Depei Qian 0002 Exploiting Subgraph Similarities for Efficient Auto-tuning of Tensor Programs. 786-796 2023 ICPP https://doi.org/10.1145/3605573.3605596 https://www.wikidata.org/entity/Q130833018 conf/icpp/2023 db/conf/icpp/icpp2023.html#LiYZYGLLQ23 Jianjin Liao Mingzhen Li 0001 Hailong Yang 0002 Qingxiao Sun Biao Sun 0002 Jiwei Hao Tianyu Feng Fengwei Yu Shengdong Chen Ye Tao Zicheng Zhang Zhongzhi Luan Depei Qian 0002 Exploiting Input Tensor Dynamics in Activation Checkpointing for Efficient Training on GPU. 156-166 2023 IPDPS https://doi.org/10.1109/IPDPS54959.2023.00025 conf/ipps/2023 db/conf/ipps/ipdps2023.html#LiaoLYSSHFYCTZLQ23 Yan Wang 0033 Yuhang Li 0001 Ruihao Gong Aishan Liu Yanfei Wang Jian Hu Yongqiang Yao Yunchen Zhang Tianzi Xiao Fengwei Yu Xianglong Liu 0001 SysNoise: Exploring and Benchmarking Training-Deployment System Inconsistency. 2023 MLSys https://proceedings.mlsys.org/paper_files/paper/2023/hash/842bb98e13307da899490002bf2c693f-Abstract-mlsys2023.html conf/mlsys/2023 db/conf/mlsys/mlsys2023.html#WangLGLWHYZXY023

Yan Wang 0033 Yuhang Li 0001 Ruihao Gong Aishan Liu Yanfei Wang Jian Hu Yongqiang Yao Yunchen Zhang Tianzi Xiao Fengwei Yu Xianglong Liu 0001 SysNoise: Exploring and Benchmarking Training-Deployment System Inconsistency. 2023 abs/2307.00280 CoRR https://doi.org/10.48550/arXiv.2307.00280 db/journals/corr/corr2307.html#abs-2307-00280

Bo Li 0126 Yongqiang Yao Jingru Tan Gang Zhang Fengwei Yu Jianwei Lu Ye Luo Equalized Focal Loss for Dense Long-Tailed Object Detection. 6980-6989 2022 CVPR https://doi.org/10.1109/CVPR52688.2022.00686 conf/cvpr/2022 db/conf/cvpr/cvpr2022.html#LiYTZYLL22 Yangguang Li 0001 Feng Liang Lichen Zhao Yufeng Cui Wanli Ouyang Jing Shao Fengwei Yu Junjie Yan Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm. 2022 ICLR https://openreview.net/forum?id=zq1iJkNk3uN conf/iclr/2022 db/conf/iclr/iclr2022.html#LiLZCOSYY22 Xiuying Wei Ruihao Gong Yuhang Li 0001 Xianglong Liu 0001 Fengwei Yu QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quantization. 2022 ICLR https://openreview.net/forum?id=ySQH0oDyp7 conf/iclr/2022 db/conf/iclr/iclr2022.html#WeiGLLY22 Liang Liu Mingzhu Shen Ruihao Gong Fengwei Yu Hailong Yang NNLQP: A Multi-Platform Neural Network Latency Query and Prediction System with An Evolving Database. 78:1-78:14 2022 ICPP https://doi.org/10.1145/3545008.3545051 https://www.wikidata.org/entity/Q130840766 conf/icpp/2022 db/conf/icpp/icpp2022.html#LiuSGYY22 Xiuying Wei Yunchen Zhang Xiangguo Zhang Ruihao Gong Shanghang Zhang Qi Zhang Fengwei Yu Xianglong Liu 0001 Outlier Suppression: Pushing the Limit of Low-bit Transformer Language Models. 2022 conf/nips/2022 NeurIPS http://papers.nips.cc/paper_files/paper/2022/hash/6f6db140de9c9f111b12ef8a216320a9-Abstract-Conference.html db/conf/nips/neurips2022.html#WeiZZGZZYL22

Bo Li 0126 Yongqiang Yao Jingru Tan Gang Zhang Fengwei Yu Jianwei Lu Ye Luo Equalized Focal Loss for Dense Long-Tailed Object Detection. 2022 abs/2201.02593 CoRR https://arxiv.org/abs/2201.02593 db/journals/corr/corr2201.html#abs-2201-02593

Xiuying Wei Ruihao Gong Yuhang Li 0001 Xianglong Liu 0001 Fengwei Yu QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quantization. 2022 abs/2203.05740 CoRR https://doi.org/10.48550/arXiv.2203.05740 db/journals/corr/corr2203.html#abs-2203-05740

Jianjin Liao Mingzhen Li 0001 Qingxiao Sun Jiwei Hao Fengwei Yu Shengdong Chen Ye Tao Zicheng Zhang Hailong Yang 0002 Zhongzhi Luan Depei Qian 0002 Mimose: An Input-Aware Checkpointing Planner for Efficient Training on GPU. 2022 abs/2209.02478 CoRR https://doi.org/10.48550/arXiv.2209.02478 db/journals/corr/corr2209.html#abs-2209-02478

Weitao Feng Lei Bai 0001 Yongqiang Yao Fengwei Yu Wanli Ouyang Towards Frame Rate Agnostic Multi-Object Tracking. 2022 abs/2209.11404 CoRR https://doi.org/10.48550/arXiv.2209.11404 db/journals/corr/corr2209.html#abs-2209-11404

Xiuying Wei Yunchen Zhang Xiangguo Zhang Ruihao Gong Shanghang Zhang Qi Zhang Fengwei Yu Xianglong Liu 0001 Outlier Suppression: Pushing the Limit of Low-bit Transformer Language Models. 2022 abs/2209.13325 CoRR https://doi.org/10.48550/arXiv.2209.13325 db/journals/corr/corr2209.html#abs-2209-13325

Jingru Tan Bo Li 0126 Xin Lu Yongqiang Yao Fengwei Yu Tong He 0001 Wanli Ouyang The Equalization Losses: Gradient-Driven Training for Long-tailed Object Recognition. 2022 abs/2210.05566 CoRR https://doi.org/10.48550/arXiv.2210.05566 db/journals/corr/corr2210.html#abs-2210-05566

Bo Li 0126 Yongqiang Yao Jingru Tan Xin Lu Fengwei Yu Ye Luo Jianwei Lu Improving Long-tailed Object Detection with Image-Level Supervision by Multi-Task Collaborative Learning. 2022 abs/2210.05568 CoRR https://doi.org/10.48550/arXiv.2210.05568 db/journals/corr/corr2210.html#abs-2210-05568

Xiangguo Zhang Haotong Qin Yifu Ding Ruihao Gong Qinghua Yan Renshuai Tao Yuhang Li 0001 Fengwei Yu Xianglong Liu 0001 Diversifying Sample Generation for Accurate Data-Free Quantization. 15658-15667 2021 CVPR https://openaccess.thecvf.com/content/CVPR2021/html/Zhang_Diversifying_Sample_Generation_for_Accurate_Data-Free_Quantization_CVPR_2021_paper.html https://doi.org/10.1109/CVPR46437.2021.01540 conf/cvpr/2021 db/conf/cvpr/cvpr2021.html#ZhangQDGYTLYL21 Kun Yuan Quanquan Li Shaopeng Guo Dapeng Chen Aojun Zhou Fengwei Yu Ziwei Liu 0002 Differentiable Dynamic Wirings for Neural Networks. 317-326 2021 ICCV https://doi.org/10.1109/ICCV48922.2021.00038 conf/iccv/2021 db/conf/iccv/iccv2021.html#YuanLGCZY021 Kun Yuan Shaopeng Guo Ziwei Liu 0002 Aojun Zhou Fengwei Yu Wei Wu Incorporating Convolution Designs into Visual Transformers. 559-568 2021 ICCV https://doi.org/10.1109/ICCV48922.2021.00062 conf/iccv/2021 db/conf/iccv/iccv2021.html#YuanG0ZYW21 Yuhang Li 0001 Feng Zhu 0006 Ruihao Gong Mingzhu Shen Xin Dong 0009 Fengwei Yu Shaoqing Lu Shi Gu MixMix: All You Need for Data-Free Compression Are Feature and Data Mixing. 4390-4399 2021 ICCV https://doi.org/10.1109/ICCV48922.2021.00437 conf/iccv/2021 db/conf/iccv/iccv2021.html#LiZGS0YLG21 Mingzhu Shen Feng Liang Ruihao Gong Yuhang Li 0001 Chuming Li Chen Lin 0003 Fengwei Yu Junjie Yan Wanli Ouyang Once Quantization-Aware Training: High Performance Extremely Low-bit Architecture Search. 5320-5329 2021 ICCV https://doi.org/10.1109/ICCV48922.2021.00529 conf/iccv/2021 db/conf/iccv/iccv2021.html#ShenLGLL0YYO21 Yuhang Li 0001 Ruihao Gong Xu Tan Yang Yang Peng Hu Qi Zhang Fengwei Yu Wei Wang 0059 Shi Gu BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction. 2021 ICLR https://openreview.net/forum?id=POWv6hDd9XH conf/iclr/2021 db/conf/iclr/iclr2021.html#LiGTYHZYWG21 Yan Wang 0033 Yuhang Li 0001 Ruihao Gong Tianzi Xiao Fengwei Yu Real World Robustness from Systematic Noise. 42-48 2021 AdvM @ ACM Multimedia https://doi.org/10.1145/3475724.3483607 conf/mm/2021advm db/conf/mm/advm2021.html#WangLGXY21 Yuhang Li 0001 Mingzhu Shen Jian Ma Yan Ren Mingxin Zhao Qi Zhang Ruihao Gong Fengwei Yu Junjie Yan MQBench: Towards Reproducible and Deployable Model Quantization Benchmark. 2021 NeurIPS Datasets and Benchmarks https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/c20ad4d76fe97759aa27a0c99bff6710-Abstract-round1.html conf/nips/2021db db/conf/nips/neurips2021db.html#LiSMRZZGYY21

Yuhang Li 0001 Ruihao Gong Xu Tan Yang Yang Peng Hu Qi Zhang Fengwei Yu Wei Wang 0059 Shi Gu BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction. 2021 abs/2102.05426 CoRR https://arxiv.org/abs/2102.05426 db/journals/corr/corr2102.html#abs-2102-05426

Kun Yuan Shaopeng Guo Ziwei Liu 0002 Aojun Zhou Fengwei Yu Wei Wu Incorporating Convolution Designs into Visual Transformers. 2021 abs/2103.11816 CoRR https://arxiv.org/abs/2103.11816 db/journals/corr/corr2103.html#abs-2103-11816

Shiyu Tang Ruihao Gong Yan Wang 0033 Aishan Liu Jiakai Wang Xinyun Chen Fengwei Yu Xianglong Liu 0001 Dawn Song Alan L. Yuille Philip H. S. Torr Dacheng Tao RobustART: Benchmarking Robustness on Architecture Design and Training Techniques. 2021 abs/2109.05211 CoRR https://arxiv.org/abs/2109.05211 db/journals/corr/corr2109.html#abs-2109-05211

Yangguang Li 0001 Feng Liang Lichen Zhao Yufeng Cui Wanli Ouyang Jing Shao Fengwei Yu Junjie Yan Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm. 2021 abs/2110.05208 CoRR https://arxiv.org/abs/2110.05208 db/journals/corr/corr2110.html#abs-2110-05208

Yuhang Li 0001 Mingzhu Shen Jian Ma Yan Ren Mingxin Zhao Qi Zhang Ruihao Gong Fengwei Yu Junjie Yan MQBench: Towards Reproducible and Deployable Model Quantization Benchmark. 2021 abs/2111.03759 CoRR https://arxiv.org/abs/2111.03759 db/journals/corr/corr2111.html#abs-2111-03759

Jing Shao Siyu Chen Yangguang Li 0001 Kun Wang Zhenfei Yin Yinan He Jianing Teng Qinghong Sun Mengya Gao Jihao Liu Gengshi Huang Guanglu Song Yichao Wu Yuming Huang Fenggang Liu Huan Peng Shuo Qin Chengyu Wang 0003 Yujie Wang Conghui He Ding Liang Yu Liu 0015 Fengwei Yu Junjie Yan Dahua Lin Xiaogang Wang 0001 Yu Qiao 0001 INTERN: A New Learning Paradigm Towards General Vision. 2021 abs/2111.08687 CoRR https://arxiv.org/abs/2111.08687 db/journals/corr/corr2111.html#abs-2111-08687

Feng Zhu 0006 Ruihao Gong Fengwei Yu Xianglong Liu 0001 Yanfei Wang Zhelong Li Xiuqi Yang Junjie Yan Towards Unified INT8 Training for Convolutional Neural Network. 1966-1976 2020 CVPR https://openaccess.thecvf.com/content_CVPR_2020/html/Zhu_Towards_Unified_INT8_Training_for_Convolutional_Neural_Network_CVPR_2020_paper.html https://doi.org/10.1109/CVPR42600.2020.00204 conf/cvpr/2020 db/conf/cvpr/cvpr2020.html#ZhuGYLWLYY20 Haotong Qin Ruihao Gong Xianglong Liu 0001 Mingzhu Shen Ziran Wei Fengwei Yu Jingkuan Song Forward and Backward Information Retention for Accurate Binary Neural Networks. 2247-2256 2020 CVPR https://openaccess.thecvf.com/content_CVPR_2020/html/Qin_Forward_and_Backward_Information_Retention_for_Accurate_Binary_Neural_Networks_CVPR_2020_paper.html https://doi.org/10.1109/CVPR42600.2020.00232 conf/cvpr/2020 db/conf/cvpr/cvpr2020.html#QinGLSWYS20 Qingchang Han Yongmin Hu Fengwei Yu Hailong Yang 0002 Bing Liu Peng Hu Ruihao Gong Yanfei Wang Rui Wang 0014 Zhongzhi Luan Depei Qian Extremely Low-bit Convolution Optimization for Quantized Neural Network on Modern Computer Architectures. 38:1-38:12 2020 ICPP https://doi.org/10.1145/3404397.3404407 conf/icpp/2020 db/conf/icpp/icpp2020.html#HanHYYLHGWWLQ20

Yuhang Li 0001 Wei Wang 0059 Haoli Bai Ruihao Gong Xin Dong 0009 Fengwei Yu Efficient Bitwidth Search for Practical Mixed Precision Neural Network. 2020 abs/2003.07577 CoRR https://arxiv.org/abs/2003.07577 db/journals/corr/corr2003.html#abs-2003-07577

Yuhang Li 0001 Feng Zhu 0006 Ruihao Gong Mingzhu Shen Fengwei Yu Shaoqing Lu Shi Gu Learning in School: Multi-teacher Knowledge Inversion for Data-Free Quantization. 2020 abs/2011.09899 CoRR https://arxiv.org/abs/2011.09899 db/journals/corr/corr2011.html#abs-2011-09899

Ruihao Gong Xianglong Liu 0001 Shenghu Jiang Tianxiang Li Peng Hu Jiazhen Lin Fengwei Yu Junjie Yan Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks. 4851-4860 2019 ICCV https://doi.org/10.1109/ICCV.2019.00495 conf/iccv/2019 db/conf/iccv/iccv2019.html#GongLJLHLYY19

Ruihao Gong Xianglong Liu 0001 Shenghu Jiang Tianxiang Li Peng Hu Jiazhen Lin Fengwei Yu Junjie Yan Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks. 2019 abs/1908.05033 CoRR http://arxiv.org/abs/1908.05033 db/journals/corr/corr1908.html#abs-1908-05033

Feng Zhu 0006 Ruihao Gong Fengwei Yu Xianglong Liu 0001 Yanfei Wang Zhelong Li Xiuqi Yang Junjie Yan Towards Unified INT8 Training for Convolutional Neural Network. 2019 abs/1912.12607 CoRR http://arxiv.org/abs/1912.12607 db/journals/corr/corr1912.html#abs-1912-12607

Fengwei Yu Wenbo Li 0001 Quanquan Li Yu Liu 0015 Xiaohua Shi Junjie Yan POI: Multiple Object Tracking with High Performance Detection and Appearance Feature. 36-42 2016 ECCV Workshops (2) https://doi.org/10.1007/978-3-319-48881-3_3 conf/eccv/2016w2 db/conf/eccv/eccv2016w2.html#YuLLLSY16

Fengwei Yu Wenbo Li 0001 Quanquan Li Yu Liu 0015 Xiaohua Shi Junjie Yan POI: Multiple Object Tracking with High Performance Detection and Appearance Feature. 2016 abs/1610.06136 CoRR http://arxiv.org/abs/1610.06136 db/journals/corr/corr1610.html#YuLLLSY16

Haoli Bai Lei Bai 0001 Dapeng Chen Meilin Chen Shengdong Chen Siyu Chen Xinyun Chen Yuanzheng Ci Yufeng Cui Yifu Ding Xin Dong 0009 Tianyu Feng Weitao Feng Mengya Gao Ruihao Gong Shi Gu Shaopeng Guo Qingchang Han Jiwei Hao Conghui He Tong He 0001 Yinan He Jian Hu Peng Hu Yongmin Hu Gengshi Huang Yuming Huang Shenghu Jiang Bo Li 0126 Chuming Li Mingzhen Li 0001 Quanquan Li Tianxiang Li Wenbo Li 0001 Yangguang Li 0001 Yuhang Li 0001 Zhelong Li Ding Liang Feng Liang Jianjin Liao Chen Lin 0003 Dahua Lin Jiazhen Lin Aishan Liu Bing Liu Fenggang Liu Jihao Liu Liang Liu Xianglong Liu 0001 Yi Liu 0013 Yu Liu 0015 Ziwei Liu 0002 Jianwei Lu Shaoqing Lu Xin Lu Zhongzhi Luan Ye Luo Jian Ma Wanli Ouyang Huan Peng Donglian Qi Depei Qian Depei Qian 0002 Yu Qiao 0001 Haotong Qin Shuo Qin Yan Ren Jing Shao Mingzhu Shen Xiaohua Shi Dawn Song Guanglu Song Jingkuan Song Biao Sun 0002 Qinghong Sun Qingxiao Sun Jingru Tan Xu Tan Shixiang Tang Shiyu Tang Dacheng Tao Renshuai Tao Ye Tao Jianing Teng Philip Torr 0001Philip H. S. Torr Chengyu Wang 0003 Jiakai Wang Kun Wang Rui Wang 0014 Wei Wang 0059 Xiaogang Wang 0001 Yan Wang 0033 Yanfei Wang Yizhou Wang 0007 Yujie Wang Xiuying Wei Ziran Wei Wei Wu Yichao Wu Tianzi Xiao Junjie Yan Qinghua Yan Hailong Yang Hailong Yang 0002 Xiuqi Yang Yang Yang Yongqiang Yao Zhenfei Yin Kun Yuan Alan L. Yuille Gang Zhang Qi Zhang Shanghang Zhang Shanjun Zhang Xiangguo Zhang Yunchen Zhang Zicheng Zhang Lichen Zhao Mingxin Zhao Rui Zhao 0001 Aojun Zhou Feng Zhu 0006