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
A Simple Detector with Frame Dynamics is a Strong Tracker Chenxu Peng C. Wang Minrui Zou Danyang Li Z. Yang Yimian Dai Ming-Ming Cheng Xiang Li 40 0 0 08 May 2025
FBRT-YOLO: Faster and Better for Real-Time Aerial Image Detection Yao Xiao Tingfa Xu Yu Xin Jianan Li ObjD 63 0 0 29 Apr 2025
A Decade of You Only Look Once (YOLO) for Object Detection Leo Thomas Ramos Angel D. Sappa 61 0 0 24 Apr 2025
AD-Det: Boosting Object Detection in UAV Images with Focused Small Objects and Balanced Tail Classes Zhenteng Li Sheng Lian Dengfeng Pan Y. Wang Wei Liu 56 0 0 08 Apr 2025
Fine-Grained Open-Vocabulary Object Detection with Fined-Grained Prompts: Task, Dataset and Benchmark Ying Liu Yijing Hua Haojiang Chai Yanbo Wang TengQi Ye ObjD 54 0 0 19 Mar 2025
Learning Structure-Supporting Dependencies via Keypoint Interactive Transformer for General Mammal Pose Estimation Tianyang Xu Jiyong Rao Xiaoning Song Zhenhua Feng Xiao Wu ViT 62 1 0 25 Feb 2025
YOLO-MS: Rethinking Multi-Scale Representation Learning for Real-time Object Detection Yuming Chen Xinbin Yuan Ruiqi Wu Jiabao Wang Qibin Hou Mingg-Ming Cheng Ming-Ming Cheng ObjD 144 51 0 21 Feb 2025
Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector Qirui Wu Shizhou Zhang De-Chun Cheng Yinghui Xing Di Xu Peng Wang Yanning Zhang ObjD 56 0 0 08 Feb 2025
SOD-YOLOv8 -- Enhancing YOLOv8 for Small Object Detection in Traffic Scenes Boshra Khalili Andrew W. Smyth ObjD 58 0 0 08 Aug 2024
Towards Reflected Object Detection: A Benchmark Zhongtian Wang You Wu Hui Zhou Shuiwang Li ObjD 19 2 0 08 Jul 2024
Replication Study and Benchmarking of Real-Time Object Detection Models Pierre-Luc Asselin Vincent Coulombe William Guimont-Martin William Larrivée-Hardy 30 0 0 11 May 2024
MonoTAKD: Teaching Assistant Knowledge Distillation for Monocular 3D Object Detection Hou-I Liu Christine Wu Jen-Hao Cheng Wenhao Chai Shian-Yun Wang ... Jenq-Neng Hwang Hong-Han Shuai Wen-Huang Cheng Hong-Han Shuai Wen-Huang Cheng 34 2 0 07 Apr 2024
Effective Lymph Nodes Detection in CT Scans Using Location Debiased Query Selection and Contrastive Query Representation in Transformer Qinji Yu Yirui Wang K. Yan Haoshen Li Dazhou Guo ... Na Shen Qifeng Wang Xiaowei Ding X. Ye Dakai Jin MedIm 66 2 0 04 Apr 2024
Self-supervised Photographic Image Layout Representation Learning Zhaoran Zhao Peng Lu Xujun Peng Wenhao Guo SSL 32 0 0 06 Mar 2024
Efficient One-stage Video Object Detection by Exploiting Temporal Consistency Guanxiong Sun Yang Hua Guosheng Hu N. Robertson ObjD 11 13 0 14 Feb 2024
Zone Evaluation: Revealing Spatial Bias in Object Detection Zhaohui Zheng Yuming Chen Qibin Hou Xiang Li Ping Wang Ming-Ming Cheng ObjD 24 3 0 20 Oct 2023
Anchor-Intermediate Detector: Decoupling and Coupling Bounding Boxes for Accurate Object Detection Yilong Lv Min Li Yujie He Shaopeng Li Zhuzhen He Aitao Yang 13 1 0 09 Oct 2023
Cross-Modality Proposal-guided Feature Mining for Unregistered RGB-Thermal Pedestrian Detection Chao Tian Zikun Zhou Yuqing Huang Gaojun Li Zhenyu He 17 8 0 23 Aug 2023
DISCO: Distribution-Aware Calibration for Object Detection with Noisy Bounding Boxes Donghao Zhou Jialin Li Jinpeng Li Jiancheng Huang Qiang Nie Y. Liu Bin-Bin Gao Qiong Wang Pheng-Ann Heng Guangyong Chen 17 3 0 23 Aug 2023
Towards Generic and Controllable Attacks Against Object Detection Guopeng Li Yue Xu Jian Ding Guisong Xia AAML 29 6 0 23 Jul 2023
Knowledge Distillation for Object Detection: from generic to remote sensing datasets Hoàng-Ân Lê M. Pham 16 4 0 18 Jul 2023
MVA2023 Small Object Detection Challenge for Spotting Birds: Dataset, Methods, and Results Yuki Kondo Norimichi Ukita Takayuki Yamaguchi Haoran Hou Mu-Yi Shen ... Ichiro Ide Yosuke Shinya Xinyao Liu Guang Liang S. Yasui 23 13 0 18 Jul 2023
Rethinking Intersection Over Union for Small Object Detection in Few-Shot Regime Pierre Le Jeune Anissa Zergaïnoh-Mokraoui ObjD 9 6 0 17 Jul 2023
Towards Building Self-Aware Object Detectors via Reliable Uncertainty Quantification and Calibration Kemal Oksuz Thomas Joy P. Dokania UQCV 15 16 0 03 Jul 2023
CrossKD: Cross-Head Knowledge Distillation for Object Detection Jiabao Wang Yuming Chen Zhaohui Zheng Xiang Li Ming-Ming Cheng Qibin Hou 38 30 0 20 Jun 2023
Real-Time Flying Object Detection with YOLOv8 Dillon Reis Jordan Kupec Jacqueline Hong Ahmad Daoudi ObjD 17 416 0 17 May 2023
GLT-T++: Global-Local Transformer for 3D Siamese Tracking with Ranking Loss Jiahao Nie Zhiwei He Yuxiang Yang Xudong Lv Mingchen Gao Jing Zhang ViT 3DPC 34 7 0 01 Apr 2023
SimDistill: Simulated Multi-modal Distillation for BEV 3D Object Detection Haimei Zhao Qiming Zhang Shanshan Zhao Zhe Chen Jing Zhang Dacheng Tao 23 12 0 29 Mar 2023
One-to-Few Label Assignment for End-to-End Dense Detection Shuai Li Minghan Li Ruihuang Li Chenhang He Lei Zhang 25 19 0 21 Mar 2023
FPCD: An Open Aerial VHR Dataset for Farm Pond Change Detection Chintan Tundia Rajiv Kumar O. Damani G. Sivakumar 17 2 0 28 Feb 2023
Long-tail Detection with Effective Class-Margins Jang Hyun Cho Philipp Krahenbuhl 28 17 0 23 Jan 2023
YOLOv6 v3.0: A Full-Scale Reloading Chuyin Li Lu Li Yifei Geng Hongliang Jiang Meng Cheng Bo-Wen Zhang Zaidan Ke Xiaoming Xu Xiangxiang Chu ObjD 22 200 0 13 Jan 2023
NMS Strikes Back Jeffrey Ouyang-Zhang Jang Hyun Cho Xingyi Zhou Philipp Krahenbuhl 15 37 0 12 Dec 2022
Curriculum Temperature for Knowledge Distillation Zheng Li Xiang Li Lingfeng Yang Borui Zhao Renjie Song Lei Luo Jun Yu Li Jian Yang 22 130 0 29 Nov 2022
DATE: Dual Assignment for End-to-End Fully Convolutional Object Detection Yiqun Chen Qiang Chen Qinghao Hu Jian Cheng 16 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 19 156 0 23 Nov 2022
Cross-Modality Knowledge Distillation Network for Monocular 3D Object Detection Yu Hong Hang Dai Yong Ding 3DPC 25 70 0 14 Nov 2022
Soft Augmentation for Image Classification Yang Liu Shen Yan Laura Leal-Taixé James Hays Deva Ramanan 10 11 0 09 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 18 18 0 04 Nov 2022
CERBERUS: Simple and Effective All-In-One Automotive Perception Model with Multi Task Learning Carmelo Scribano Giorgia Franchini Ignacio Sañudo Olmedo Marko Bertogna 14 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 22 168 0 27 Sep 2022
Tunable Hybrid Proposal Networks for the Open World Matthew J. Inkawhich Nathan Inkawhich H. Li Yiran Chen 19 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 19 20 0 05 Aug 2022
Dual Vision Transformer Ting Yao Yehao Li Yingwei Pan Yu Wang Xiaoping Zhang Tao Mei ViT 141 75 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 20 6,062 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 11 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 28 52 0 06 Jul 2022
A New Dataset and A Baseline Model for Breast Lesion Detection in Ultrasound Videos Zhi Lin Junhao Lin Lei Zhu H. Fu Jing Qin Liansheng Wang 9 33 0 01 Jul 2022
Localization Distillation for Object Detection Zhaohui Zheng Rongguang Ye Ping Wang Dongwei Ren Jun Wang W. Zuo Ming-Ming Cheng 19 63 0 12 Apr 2022
Task-specific Inconsistency Alignment for Domain Adaptive Object Detection Liang Zhao Limin Wang 25 74 0 29 Mar 2022