Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection

5 December 2019

Shifeng Zhang

Cheng Chi

Yongqiang Yao

Zhen Lei

Stan Z. Li

ObjD

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Papers citing "Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection"

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Title
Dynamic Anchor Learning for Arbitrary-Oriented Object Detection Qi Ming Z. Zhou Lingjuan Miao Hongwei Zhang Linhao Li ObjD 147 285 0 08 Dec 2020
End-to-End Object Detection with Fully Convolutional Network Jianfeng Wang Lin Song Zeming Li Hongbin Sun Jian-jun Sun N. Zheng ObjD 41 194 0 07 Dec 2020
Fine-Grained Dynamic Head for Object Detection Lin Song Yanwei Li Zhengkai Jiang Zeming Li Hongbin Sun Jian-jun Sun N. Zheng ObjD 11 35 0 07 Dec 2020
Parallel Residual Bi-Fusion Feature Pyramid Network for Accurate Single-Shot Object Detection Ping-Yang Chen Chien-Yao Wang J. Hsieh Munkhjargal Gochoo ObjD 6 79 0 03 Dec 2020
MaX-DeepLab: End-to-End Panoptic Segmentation with Mask Transformers Huiyu Wang Yukun Zhu Hartwig Adam Alan Yuille Liang-Chieh Chen ViT 16 468 0 01 Dec 2020
Video Self-Stitching Graph Network for Temporal Action Localization Chen Zhao Ali K. Thabet Bernard Ghanem 6 119 0 30 Nov 2020
A Selective Survey on Versatile Knowledge Distillation Paradigm for Neural Network Models J. Ku Jihun Oh Youngyoon Lee Gaurav Pooniwala Sangjeong Lee 13 2 0 30 Nov 2020
Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection Xiang Li Wenhai Wang Xiaolin Hu Jun Li Jinhui Tang Jian Yang ObjD 6 234 0 25 Nov 2020
Sparse R-CNN: End-to-End Object Detection with Learnable Proposals Pei Sun Rufeng Zhang Yi-Xin Jiang Tao Kong Chenfeng Xu ... M. Tomizuka Lei Li Zehuan Yuan Changhu Wang Ping Luo ObjD 8 1,059 0 25 Nov 2020
Rethinking Transformer-based Set Prediction for Object Detection Zhiqing Sun Shengcao Cao Yiming Yang Kris M. Kitani ViT 6 281 0 21 Nov 2020
One Metric to Measure them All: Localisation Recall Precision (LRP) for Evaluating Visual Detection Tasks Kemal Oksuz Baris Can Cam Sinan Kalkan Emre Akbas 13 32 0 21 Nov 2020
UP-DETR: Unsupervised Pre-training for Object Detection with Transformers Zhigang Dai Bolun Cai Yugeng Lin Junying Chen ViT 20 22 0 18 Nov 2020
SRF-GAN: Super-Resolved Feature GAN for Multi-Scale Representation Seong-Ho Lee Seung-Hwan Bae ObjD 8 2 0 17 Nov 2020
Scaled-YOLOv4: Scaling Cross Stage Partial Network Chien-Yao Wang Alexey Bochkovskiy H. Liao ObjD 6 978 0 16 Nov 2020
DSIC: Dynamic Sample-Individualized Connector for Multi-Scale Object Detection Zekun Li Yufan Liu Bing Li Weiming Hu ObjD 11 5 0 16 Nov 2020
RelationNet++: Bridging Visual Representations for Object Detection via Transformer Decoder Cheng Chi Fangyun Wei Han Hu ViT 13 60 0 29 Oct 2020
Deformable DETR: Deformable Transformers for End-to-End Object Detection Xizhou Zhu Weijie Su Lewei Lu Bin Li Xiaogang Wang Jifeng Dai ViT 18 3,879 0 08 Oct 2020
Asymmetric Loss For Multi-Label Classification Emanuel Ben-Baruch T. Ridnik Nadav Zamir Asaf Noy Itamar Friedman M. Protter Lihi Zelnik-Manor 29 519 0 29 Sep 2020
A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object Detection Kemal Oksuz Baris Can Cam Emre Akbas Sinan Kalkan 17 42 0 28 Sep 2020
Search and Rescue with Airborne Optical Sectioning D. Schedl Indrajit Kurmi Oliver Bimber 17 35 0 18 Sep 2020
The 1st Tiny Object Detection Challenge:Methods and Results Xuehui Yu Zhenjun Han Yuqi Gong Nan Jan Jian-jun Zhao ... Yuchao Yang Shuiwang Li Huan Luo Qijun Zhao Humphrey Shi 11 22 0 16 Sep 2020
Semi-Anchored Detector for One-Stage Object Detection Lei Chen Qi Qian Hao Li ObjD 12 3 0 10 Sep 2020
VarifocalNet: An IoU-aware Dense Object Detector Haoyang Zhang Ying Wang Feras Dayoub Niko Sünderhauf ObjD 13 652 0 31 Aug 2020
PV-RCNN: The Top-Performing LiDAR-only Solutions for 3D Detection / 3D Tracking / Domain Adaptation of Waymo Open Dataset Challenges Shaoshuai Shi Chaoxu Guo Jihan Yang Hongsheng Li 3DPC 11 10 0 28 Aug 2020
LogoDet-3K: A Large-Scale Image Dataset for Logo Detection Jing Wang Weiqing Min Sujuan Hou Shengnan Ma Yuanjie Zheng Shuqiang Jiang 9 50 0 12 Aug 2020
Corner Proposal Network for Anchor-free, Two-stage Object Detection Kaiwen Duan Lingxi Xie H. Qi S. Bai Qingming Huang Qi Tian ObjD 8 98 0 27 Jul 2020
Representation Sharing for Fast Object Detector Search and Beyond Yujie Zhong Zelu Deng Sheng Guo Matthew R. Scott Weilin Huang ObjD 29 15 0 23 Jul 2020
RepPoints V2: Verification Meets Regression for Object Detection Yihong Chen Zheng-Wei Zhang Yue Cao Liwei Wang Stephen Lin Han Hu 10 118 0 16 Jul 2020
Probabilistic Anchor Assignment with IoU Prediction for Object Detection Kang-jik Kim Hee Seok Lee 10 387 0 16 Jul 2020
AutoAssign: Differentiable Label Assignment for Dense Object Detection Benjin Zhu Jianfeng Wang Zhengkai Jiang Fuhang Zong Songtao Liu Zeming Li Jian-jun Sun 12 211 0 07 Jul 2020
Localization Uncertainty Estimation for Anchor-Free Object Detection Youngwan Lee Joong-won Hwang Hyungil Kim Kimin Yun Yongjin Kwon Yuseok Bae Joungyoul Park 6 30 0 28 Jun 2020
DHARI Report to EPIC-Kitchens 2020 Object Detection Challenge Kaide Li Bingyan Liao Laifeng Hu Yaonong Wang 8 0 0 28 Jun 2020
FCOS: A simple and strong anchor-free object detector Zhi Tian Chunhua Shen Hao Chen Tong He ObjD 19 580 0 14 Jun 2020
Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies Yu Huang Yue Chen 3DPC 26 81 0 10 Jun 2020
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection Xiang Li Wenhai Wang Lijun Wu Shuo Chen Xiaolin Hu Jun Li Jinhui Tang Jian Yang ObjD 6 1,128 0 08 Jun 2020
Towards large-scale, automated, accurate detection of CCTV camera objects using computer vision. Applications and implications for privacy, safety, and cybersecurity. (Preprint) Hannu Turtiainen Andrei Costin Tuomo Lahtinen Lauri Sintonen Timo Hämäläinen 6 6 0 06 Jun 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 11 12,479 0 26 May 2020
An Effective Pipeline for a Real-world Clothes Retrieval System Yang-Ho Ji HeeJae Jun Insik Kim Jongtack Kim Youngjoon Kim ByungSoo Ko Hyong-Keun Kook Jingeun Lee Sangwon Lee Sanghyuk Park 6 2 0 26 May 2020
RAPiD: Rotation-Aware People Detection in Overhead Fisheye Images Zhihao Duan M. Tezcan Hayato Nakamura Prakash Ishwar Janusz Konrad ObjD 19 47 0 23 May 2020
YOLOv4: Optimal Speed and Accuracy of Object Detection Alexey Bochkovskiy Chien-Yao Wang H. Liao VLM ObjD 6 11,663 0 23 Apr 2020
TResNet: High Performance GPU-Dedicated Architecture T. Ridnik Hussam Lawen Asaf Noy Emanuel Ben-Baruch Gilad Sharir Itamar Friedman OOD 12 209 0 30 Mar 2020
GPCA: A Probabilistic Framework for Gaussian Process Embedded Channel Attention Jiyang Xie Dongliang Chang Zhanyu Ma Guoqiang Zhang Jun Guo 8 25 0 10 Mar 2020
Detection and Tracking Meet Drones Challenge Pengfei Zhu Longyin Wen Dawei Du Xiao Bian Heng Fan Q. Hu Haibin Ling AI4TS 10 381 0 16 Jan 2020
Dense RepPoints: Representing Visual Objects with Dense Point Sets Ze Yang Yinghao Xu Han Xue Zheng-Wei Zhang R. Urtasun Liwei Wang Stephen Lin Han Hu 11 54 0 24 Dec 2019
Training Multi-Object Detector by Estimating Bounding Box Distribution for Input Image Jaeyoung Yoo Hojun Lee Ahmed Abdulaal André Altmann James Cole ObjD 9 5 0 28 Nov 2019
Is Heuristic Sampling Necessary in Training Deep Object Detectors? Joya Chen Dong Liu Tong Bill Xu Shiwei Wu Yifei Cheng Enhong Chen ObjD VLM 13 12 0 11 Sep 2019
DetNet: A Backbone network for Object Detection Zeming Li Chao Peng Gang Yu Xiangyu Zhang Yangdong Deng Jian-jun Sun ObjD 79 259 0 17 Apr 2018