Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection

25 November 2020

Xiang Li

Jun Li

Jian Yang

Papers citing "Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection"

41 / 41 papers shown

Title
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 161 51 0 21 Feb 2025
Fractal Calibration for long-tailed object detection Konstantinos Panagiotis Alexandridis Ismail Elezi Jiankang Deng Anh H. Nguyen Shan Luo 213 0 0 15 Oct 2024
Being Aware of Localization Accuracy By Generating Predicted-IoU-Guided Quality Scores Peng Liu Weibo Wang Yuhan Guo Jiubin Tan 35 1 0 23 Sep 2023
UniHead: Unifying Multi-Perception for Detection Heads Hantao Zhou Rui Yang Yachao Zhang Haoran Duan Yawen Huang R. Hu Xiu Li Yefeng Zheng 33 12 0 23 Sep 2023
Towards Building Self-Aware Object Detectors via Reliable Uncertainty Quantification and Calibration Kemal Oksuz Thomas Joy P. Dokania UQCV 28 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 51 33 0 20 Jun 2023
StageInteractor: Query-based Object Detector with Cross-stage Interaction Yao Teng Haisong Liu Sheng Guo Limin Wang ObjD 39 8 0 11 Apr 2023
One-to-Few Label Assignment for End-to-End Dense Detection Shuai Li Minghan Li Ruihuang Li Chenhang He Lei Zhang 43 19 0 21 Mar 2023
Multi-Semantic Interactive Learning for Object Detection Shuxin Wang Zhichao Zheng Yanhui Gu Junsheng Zhou Yi Chen ObjD 21 0 0 18 Mar 2023
Correlation Loss: Enforcing Correlation between Classification and Localization Fehmi Kahraman Kemal Oksuz Sinan Kalkan Emre Akbas 36 4 0 03 Jan 2023
NMS Strikes Back Jeffrey Ouyang-Zhang Jang Hyun Cho Xingyi Zhou Philipp Krahenbuhl 35 38 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 33 134 0 29 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 21 5 0 07 Nov 2022
Propagating Variational Model Uncertainty for Bioacoustic Call Label Smoothing Georgios Rizos J. Lawson Simon Mitchell Pranay Shah Xin Wen Cristina Banks‐Leite R. Ewers Bjoern W. Schuller UQCV 18 2 0 19 Oct 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 37 2 0 23 Aug 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 62 6,265 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
What Are Expected Queries in End-to-End Object Detection? Shilong Zhang Xinjiang Wang Jiaqi Wang Jiangmiao Pang Kai-xiang Chen 25 5 0 02 Jun 2022
Localization Distillation for Object Detection Zhaohui Zheng Rongguang Ye Ping Wang Dongwei Ren Jun Wang W. Zuo Ming-Ming Cheng 32 64 0 12 Apr 2022
Overcoming Catastrophic Forgetting in Incremental Object Detection via Elastic Response Distillation Tao Feng Mang Wang Hangjie Yuan ObjD CLL 28 84 0 05 Apr 2022
AdaMixer: A Fast-Converging Query-Based Object Detector Ziteng Gao Limin Wang Bing Han Sheng Guo ObjD 44 106 0 30 Mar 2022
Task-specific Inconsistency Alignment for Domain Adaptive Object Detection Liang Zhao Limin Wang 32 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 36 18 0 14 Mar 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
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
UFPMP-Det: Toward Accurate and Efficient Object Detection on Drone Imagery Yecheng Huang Jiaxin Chen Di Huang 33 98 0 20 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
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
Robust and Accurate Object Detection via Self-Knowledge Distillation Weipeng Xu Pengzhi Chu Renhao Xie Xiongziyan Xiao Hongcheng Huang AAML ObjD 27 4 0 14 Nov 2021
Relation Modeling in Spatio-Temporal Action Localization Yutong Feng Jianwen Jiang Ziyuan Huang Zhiwu Qing Xiang Wang Shiwei Zhang Mingqian Tang Yue Gao 33 11 0 15 Jun 2021
Rethinking Pseudo Labels for Semi-Supervised Object Detection Hengduo Li Zuxuan Wu Abhinav Shrivastava Larry S. Davis 16 78 0 01 Jun 2021
Location-Sensitive Visual Recognition with Cross-IOU Loss Kaiwen Duan Lingxi Xie H. Qi S. Bai Qingming Huang Q. Tian 27 30 0 11 Apr 2021
Probabilistic two-stage detection Xingyi Zhou V. Koltun Philipp Krahenbuhl ObjD 47 224 0 12 Mar 2021
Simple multi-dataset detection Xingyi Zhou V. Koltun Philipp Krahenbuhl ObjD 236 112 0 25 Feb 2021
Localization Distillation for Dense Object Detection Zhaohui Zheng Rongguang Ye Ping Wang Dongwei Ren W. Zuo Qibin Hou Ming-Ming Cheng ObjD 104 115 0 24 Feb 2021
BorderDet: Border Feature for Dense Object Detection Han Qiu Yuchen Ma Zeming Li Songtao Liu Jian Sun ObjD 94 124 0 21 Jul 2020
Revisiting the Sibling Head in Object Detector Guanglu Song Yu Liu Xiaogang Wang ObjD 181 348 0 17 Mar 2020
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 321 10,237 0 16 Nov 2016