Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection

8 June 2020

Xiang Li

Jun Li

Jian Yang

Papers citing "Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection"

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Title
Guided Hybrid Quantization for Object detection in Multimodal Remote Sensing Imagery via One-to-one Self-teaching Jiaqing Zhang Jie Lei Weiying Xie Yunsong Li Wenxuan Wang MQ 27 19 0 31 Dec 2022
NMS Strikes Back Jeffrey Ouyang-Zhang Jang Hyun Cho Xingyi Zhou Philipp Krahenbuhl 35 38 0 12 Dec 2022
Focal-PETR: Embracing Foreground for Efficient Multi-Camera 3D Object Detection Shih-Ping Wang Xiaohui Jiang Ying Li 3DPC 41 18 0 11 Dec 2022
Curriculum Temperature for Knowledge Distillation Zheng Li Xiang Li Lingfeng Yang Borui Zhao Renjie Song Lei Luo Jun Yu Li Jian Yang 33 134 0 29 Nov 2022
3DPPE: 3D Point Positional Encoding for Multi-Camera 3D Object Detection Transformers Changyong Shu Jiajun Deng Feng Yu Yifan Liu 3DPC 27 10 0 27 Nov 2022
DATE: Dual Assignment for End-to-End Fully Convolutional Object Detection Yiqun Chen Qiang Chen Qinghao Hu Jian Cheng 36 7 0 25 Nov 2022
DAMO-YOLO : A Report on Real-Time Object Detection Design Xianzhe Xu Yiqi Jiang Weihua Chen Yi-Li Huang Yuanhang Zhang Xiuyu Sun ObjD 31 162 0 23 Nov 2022
DETRs with Collaborative Hybrid Assignments Training Zhuofan Zong Guanglu Song Yu Liu ViT 57 307 0 22 Nov 2022
Knowledge Distillation for Detection Transformer with Consistent Distillation Points Sampling Yu Wang Xin Li Shengzhao Wen Fu-En Yang Wanping Zhang Gang Zhang Haocheng Feng Junyu Han Errui Ding 45 5 0 15 Nov 2022
Cross-Modality Knowledge Distillation Network for Monocular 3D Object Detection Yu Hong Hang Dai Yong Ding 3DPC 32 71 0 14 Nov 2022
Soft Augmentation for Image Classification Yang Liu Shen Yan Laura Leal-Taixé James Hays Deva Ramanan 36 11 0 09 Nov 2022
3D Harmonic Loss: Towards Task-consistent and Time-friendly 3D Object Detection on Edge for V2X Orchestration Haolin Zhang M. Mekala Zulkar Nain Dongfang Yang Ju H. Park Ho-Youl Jung 3DPC 19 5 0 07 Nov 2022
PP-YOLOE-R: An Efficient Anchor-Free Rotated Object Detector Xinxin Wang Guanzhong Wang Qingqing Dang Yi Liu Xiaoguang Hu Dianhai Yu ObjD 33 19 0 04 Nov 2022
Rethinking the Detection Head Configuration for Traffic Object Detection Yi Shi Jiang Wu Shixuan Zhao Gangyao Gao T. Deng Hongmei Yan ObjD 24 5 0 08 Oct 2022
CERBERUS: Simple and Effective All-In-One Automotive Perception Model with Multi Task Learning Carmelo Scribano Giorgia Franchini Ignacio Sañudo Olmedo Marko Bertogna 32 0 0 03 Oct 2022
SuperYOLO: Super Resolution Assisted Object Detection in Multimodal Remote Sensing Imagery Jiaqi Zhang Jie Lei Weiying Xie Zhenman Fang Yunsong Li Qian Du ObjD 24 174 0 27 Sep 2022
YOLOv6: A Single-Stage Object Detection Framework for Industrial Applications Chuyin Li Lu Li Hongliang Jiang Kaiheng Weng Yifei Geng ... Linyuan Zhou Xiaoming Xu Xiangxiang Chu Xiaoming Wei Xiaolin K. Wei ObjD 51 1,708 0 07 Sep 2022
Tunable Hybrid Proposal Networks for the Open World Matthew J. Inkawhich Nathan Inkawhich H. Li Yiran Chen 34 2 0 23 Aug 2022
Task-Balanced Distillation for Object Detection Ruining Tang Zhen-yu Liu Yangguang Li Yiguo Song Hui Liu Qide Wang Jing Shao Guifang Duan Jianrong Tan 28 20 0 05 Aug 2022
DSLA: Dynamic smooth label assignment for efficient anchor-free object detection Hu Su Yonghao He Rui Jiang Jiabin Zhang W. Zou Bin Fan 19 23 0 01 Aug 2022
Towards Large-Scale Small Object Detection: Survey and Benchmarks Gong Cheng Xiang Yuan Xiwen Yao Ke Yan Qinghua Zeng Xingxing Xie Junwei Han ObjD 41 308 0 28 Jul 2022
Dual Vision Transformer Ting Yao Yehao Li Yingwei Pan Yu Wang Xiaoping Zhang Tao Mei ViT 154 76 0 11 Jul 2022
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors Chien-Yao Wang Alexey Bochkovskiy H. Liao ObjD 53 6,265 0 06 Jul 2022
Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection Hongyu Zhou Zheng Ge Songtao Liu Weixin Mao Zeming Li Haiyan Yu Jian‐Yuan Sun 28 87 0 06 Jul 2022
GLENet: Boosting 3D Object Detectors with Generative Label Uncertainty Estimation Yifan Zhang Qijian Zhang Zhiyu Zhu Junhui Hou Yixuan Yuan 3DPC 42 52 0 06 Jul 2022
PKD: General Distillation Framework for Object Detectors via Pearson Correlation Coefficient Weihan Cao Yifan Zhang Jianfei Gao Anda Cheng Ke Cheng Jian Cheng 29 64 0 05 Jul 2022
A New Dataset and A Baseline Model for Breast Lesion Detection in Ultrasound Videos Zhi Lin Junhao Lin Lei Zhu Huazhu Fu Jing Qin Liansheng Wang 24 33 0 01 Jul 2022
Uniform Masking: Enabling MAE Pre-training for Pyramid-based Vision Transformers with Locality Xiang Li Wenhai Wang Lingfeng Yang Jian Yang 119 73 0 20 May 2022
Localization Distillation for Object Detection Zhaohui Zheng Rongguang Ye Ping Wang Dongwei Ren Jun Wang W. Zuo Ming-Ming Cheng 29 64 0 12 Apr 2022
S4OD: Semi-Supervised learning for Single-Stage Object Detection Yueming Zhang Xingxu Yao Chao-Jung Liu F. Chen Xiaolin Song Tengfei Xing Runbo Hu Hua Chai Pengfei Xu Guoshan Zhang ObjD 36 7 0 09 Apr 2022
Overcoming Catastrophic Forgetting in Incremental Object Detection via Elastic Response Distillation Tao Feng Mang Wang Hangjie Yuan ObjD CLL 26 84 0 05 Apr 2022
PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object Detection Gang Li Xiang Li Yujie Wang Yichao Wu Ding Liang Shanshan Zhang 17 91 0 30 Mar 2022
PP-YOLOE: An evolved version of YOLO Shangliang Xu Xinxin Wang Wenyu Lv Qinyao Chang Cheng Cui ... Guanzhong Wang Qingqing Dang Shengyun Wei Yuning Du Baohua Lai ObjD 38 264 0 30 Mar 2022
Task-specific Inconsistency Alignment for Domain Adaptive Object Detection Liang Zhao Limin Wang 29 74 0 29 Mar 2022
Open-Vocabulary One-Stage Detection with Hierarchical Visual-Language Knowledge Distillation Zongyang Ma Guan Luo Jin Gao Liang Li Yuxin Chen Shaoru Wang Congxuan Zhang Weiming Hu VLM ObjD 84 81 0 20 Mar 2022
A Dual Weighting Label Assignment Scheme for Object Detection Shuai Li Chenhang He Ruihuang Li Lei Zhang 30 79 0 18 Mar 2022
RecursiveMix: Mixed Learning with History Lingfeng Yang Xiang Li Borui Zhao Renjie Song Jian Yang VLM 31 18 0 14 Mar 2022
Visual Attention Network Meng-Hao Guo Chengrou Lu Zheng-Ning Liu Ming-Ming Cheng Shiyong Hu ViT VLM 24 638 0 20 Feb 2022
Cyclical Focal Loss L. Smith 35 14 0 16 Feb 2022
Adaptive Instance Distillation for Object Detection in Autonomous Driving Qizhen Lan Qing Tian 31 7 0 26 Jan 2022
Dynamic Label Assignment for Object Detection by Combining Predicted IoUs and Anchor IoUs Tianxiao Zhang Bo Luo A. Sharda Guanghui Wang 42 19 0 23 Jan 2022
MDS-Net: A Multi-scale Depth Stratification Based Monocular 3D Object Detection Algorithm Zhouzhen Xie Yuying Song Jingxuan Wu Zecheng Li Chunyi Song Zhiwei Xu 3DPC 35 2 0 12 Jan 2022
Equalized Focal Loss for Dense Long-Tailed Object Detection Bo-wen Li Yongqiang Yao Jingru Tan Gang Zhang F. Yu Jianwei Lu Ye Luo 39 96 0 07 Jan 2022
An Empirical Study of Adder Neural Networks for Object Detection Xinghao Chen Chang Xu Minjing Dong Chunjing Xu Yunhe Wang 88 15 0 27 Dec 2021
UFPMP-Det: Toward Accurate and Efficient Object Detection on Drone Imagery Yecheng Huang Jiaxin Chen Di Huang 33 98 0 20 Dec 2021
Anchor Retouching via Model Interaction for Robust Object Detection in Aerial Images Dong Liang Qixiang Geng Zongqi Wei D. Vorontsov Ekaterina L. Kim Mingqiang Wei Huiyu Zhou ObjD 39 47 0 13 Dec 2021
Knowledge Distillation for Object Detection via Rank Mimicking and Prediction-guided Feature Imitation Gang Li Xiang Li Yujie Wang Shanshan Zhang Yichao Wu Ding Liang ObjD 24 79 0 09 Dec 2021
SwinTrack: A Simple and Strong Baseline for Transformer Tracking Liting Lin Heng Fan Zhipeng Zhang Yong-mei Xu Haibin Ling ViT 40 303 0 02 Dec 2021
Confidence Propagation Cluster: Unleash Full Potential of Object Detectors Yichun Shen Wanli Jiang Zhen Xu Rundong Li Junghyun Kwon Siyi Li ObjD 30 9 0 01 Dec 2021
MAE-DET: Revisiting Maximum Entropy Principle in Zero-Shot NAS for Efficient Object Detection Zhenhong Sun Ming Lin Xiuyu Sun Zhiyu Tan Hao Li Rong Jin 23 32 0 26 Nov 2021