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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Generalized Few-Shot Object Detection without Forgetting Zhibo Fan Yuchen Ma Zeming Li Jian-jun Sun VLM ObjD 24 166 0 20 May 2021
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Few-Shot Video Object Detection Qi Fan Chi-Keung Tang Yu-Wing Tai 17 11 0 30 Apr 2021
Pseudo-IoU: Improving Label Assignment in Anchor-Free Object Detection Jiachen Li Bowen Cheng Rogerio Feris Jinjun Xiong Thomas S.Huang Wen-mei W. Hwu Humphrey Shi 6 19 0 29 Apr 2021
Objects as Extreme Points Yang Yang Min Li Bo Meng Zihao Huang Junxing Ren Degang Sun 14 0 0 29 Apr 2021
PDNet: Toward Better One-Stage Object Detection With Prediction Decoupling Li Yang Yan Xu Shaoru Wang C. Yuan Ziqi Zhang Bing Li Weiming Hu ObjD 59 19 0 28 Apr 2021
Variational Pedestrian Detection Yuang Zhang Huanyu He Jianguo Li Yuxi Li John See Weiyao Lin 23 33 0 26 Apr 2021
Single Stage Class Agnostic Common Object Detection: A Simple Baseline Chuong H. Nguyen Thuy C. Nguyen Anh H. Vo Yamazaki Masayuki ObjD 11 1 0 25 Apr 2021
Colonoscopy Polyp Detection and Classification: Dataset Creation and Comparative Evaluations Kaidong Li M. I. Fathan Krushi Patel Tianxiao Zhang Cuncong Zhong A. Bansal A. Rastogi Jean S. Wang Guanghui Wang 96 95 0 22 Apr 2021
SiamCorners: Siamese Corner Networks for Visual Tracking Kai-Bo Yang Zhenyu He Wenjie Pei Zikun Zhou Xin Li Di Yuan Haijun Zhang 11 79 0 15 Apr 2021
IQDet: Instance-wise Quality Distribution Sampling for Object Detection Yuchen Ma Songtao Liu Zeming Li Jian-jun Sun 29 47 0 14 Apr 2021
Location-Sensitive Visual Recognition with Cross-IOU Loss Kaiwen Duan Lingxi Xie H. Qi S. Bai Qingming Huang Q. Tian 12 30 0 11 Apr 2021
The SARAS Endoscopic Surgeon Action Detection (ESAD) dataset: Challenges and methods V. Bawa Gurkirt Singh Francis KapingA I. Skarga-Bandurova Elettra Oleari ... Li Li Armando Stabile Francesco Setti R. Muradore Fabio Cuzzolin 15 30 0 07 Apr 2021
Artificial and beneficial -- Exploiting artificial images for aerial vehicle detection I. Weber J. Bongartz R. Roscher 11 11 0 07 Apr 2021
Local Metrics for Multi-Object Tracking Jack Valmadre Alex Bewley Jonathan Huang Chen Sun C. Sminchisescu Cordelia Schmid VOT 35 13 0 06 Apr 2021
Efficient DETR: Improving End-to-End Object Detector with Dense Prior Z. Yao Jiangbo Ai Boxun Li Chi Zhang ViT 27 206 0 03 Apr 2021
Wide-Depth-Range 6D Object Pose Estimation in Space Yinlin Hu Sébastien Speierer Wenzel Jakob Pascal Fua Mathieu Salzmann 3DV 8 72 0 01 Apr 2021
Scale-aware Automatic Augmentation for Object Detection Yukang Chen Yanwei Li Tao Kong Lu Qi Ruihang Chu Lei Li Jiaya Jia 30 47 0 31 Mar 2021
OTA: Optimal Transport Assignment for Object Detection Zheng Ge Songtao Liu Zeming Li Osamu Yoshie Jian-jun Sun OT 14 362 0 26 Mar 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng-Wei Zhang Stephen Lin B. Guo ViT 18 20,044 0 25 Mar 2021
USB: Universal-Scale Object Detection Benchmark Yosuke Shinya ObjD 4 13 0 25 Mar 2021
Gaussian Guided IoU: A Better Metric for Balanced Learning on Object Detection Shengkai Wu Jinrong Yang Hangchen Yu L. Gou Xiaoping Li 8 6 0 25 Mar 2021
Learning Salient Boundary Feature for Anchor-free Temporal Action Localization Chuming Lin C. Xu Donghao Luo Yabiao Wang Ying Tai Chengjie Wang Jilin Li Feiyue Huang Yanwei Fu 11 214 0 24 Mar 2021
Hetero-Modal Learning and Expansive Consistency Constraints for Semi-Supervised Detection from Multi-Sequence Data Bolin Lai Yuhsuan Wu Xiaoyun Zhou Peng Wang Le Lu Lingyun Huang Mei Han Jing Xiao Heping Hu Adam P. Harrison 19 1 0 24 Mar 2021
Control Distance IoU and Control Distance IoU Loss Function for Better Bounding Box Regression Dong Chen Duoqian Miao 8 17 0 22 Mar 2021
Optimization for Arbitrary-Oriented Object Detection via Representation Invariance Loss Qi Ming Lingjuan Miao Zhiqiang Zhou Xue Yang Yunpeng Dong 12 86 0 22 Mar 2021
MogFace: Towards a Deeper Appreciation on Face Detection Yang Liu Fei-Yue Wang Jiankang Deng Zhipeng Zhou Baigui Sun Hao Li CVBM 14 15 0 20 Mar 2021
Real-Time Visual Object Tracking via Few-Shot Learning Jinghao Zhou Bo-wen Li Peng Wang Peixia Li Weihao Gan Wei Wu Junjie Yan Wanli Ouyang 6 4 0 18 Mar 2021
Which to Match? Selecting Consistent GT-Proposal Assignment for Pedestrian Detection Yan Luo Chongyang Zhang Muming Zhao Hao Zhou Jun Sun 6 0 0 18 Mar 2021
Higher Performance Visual Tracking with Dual-Modal Localization Jinghao Zhou Bo-wen Li Lei Qiao Peng Wang Weihao Gan Wei Wu Junjie Yan Wanli Ouyang 15 1 0 18 Mar 2021
Revisiting the Loss Weight Adjustment in Object Detection Wenxin Yu Yucheng Hu Tianxiang Lan Dong Yin 13 2 0 17 Mar 2021
You Only Look One-level Feature Qiang Chen Yingming Wang Tong Yang X. Zhang Jian Cheng Jian-jun Sun ObjD 13 506 0 17 Mar 2021
QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object Detection Chenhongyi Yang Zehao Huang Naiyan Wang ObjD 14 156 0 16 Mar 2021
Modulating Localization and Classification for Harmonized Object Detection Taiheng Zhang Qiaoyong Zhong Shiliang Pu Di Xie ObjD 18 1 0 16 Mar 2021
Probabilistic two-stage detection Xingyi Zhou V. Koltun Philipp Krahenbuhl ObjD 14 198 0 12 Mar 2021
Localization Distillation for Dense Object Detection Zhaohui Zheng Rongguang Ye Ping Wang Dongwei Ren W. Zuo Qibin Hou Ming-Ming Cheng ObjD 90 111 0 24 Feb 2021
Loss Function Discovery for Object Detection via Convergence-Simulation Driven Search Peidong Liu Gengwei Zhang Bochao Wang Hang Xu Xiaodan Liang Yong-jia Jiang Zhenguo Li 8 26 0 09 Feb 2021
RMOPP: Robust Multi-Objective Post-Processing for Effective Object Detection Mayuresh Savargaonkar Abdallah A. Chehade S. Rawashdeh ObjD 14 0 0 09 Feb 2021
Gaining Scale Invariance in UAV Bird's Eye View Object Detection by Adaptive Resizing Martin Messmer Benjamin Kiefer A. Zell 11 10 0 29 Jan 2021
Augmenting Proposals by the Detector Itself Xiaopei Wan Zhenhua Guo Chao He Yujiu Yang Fangbo Tao ObjD 18 1 0 28 Jan 2021
Object Detection Made Simpler by Eliminating Heuristic NMS Qiang-feng Zhou Chaohui Yu Chunhua Shen Zhibin Wang Hao Li ObjD 11 16 0 28 Jan 2021
A Review on Deep Learning in UAV Remote Sensing L. Osco J. M. Junior A. P. Ramos L. Jorge S. Fatholahi J. Silva E. Matsubara H. Pistori W. Gonçalves Jonathan Li AI4Cl 24 334 0 22 Jan 2021
Focal and Efficient IOU Loss for Accurate Bounding Box Regression Yi-Fan Zhang Weiqiang Ren Zhang Zhang Zhen Jia Liang Wang T. Tan 41 1,162 0 20 Jan 2021
LLA: Loss-aware Label Assignment for Dense Pedestrian Detection Zheng Ge Jianfeng Wang Xin Huang Songtao Liu Osamu Yoshie 16 34 0 12 Jan 2021
Implicit Feature Pyramid Network for Object Detection Tiancai Wang X. Zhang Jian-jun Sun ObjD 8 25 0 25 Dec 2020
Efficient Golf Ball Detection and Tracking Based on Convolutional Neural Networks and Kalman Filter Tianxiao Zhang Xiaohan Zhang Yiju Yang Zongbo Wang Guanghui Wang ObjD 15 14 0 17 Dec 2020
Fully-Automated Liver Tumor Localization and Characterization from Multi-Phase MR Volumes Using Key-Slice ROI Parsing: A Physician-Inspired Approach Bolin Lai Yuhsuan Wu Xiaoyu Bai Xiaoyun Zhou Peng Wang ... Yong-quan Xia Jing Xiao Le Lu Heping Hu Adam P. Harrison 19 4 0 13 Dec 2020
MiniVLM: A Smaller and Faster Vision-Language Model Jianfeng Wang Xiaowei Hu Pengchuan Zhang Xiujun Li Lijuan Wang L. Zhang Jianfeng Gao Zicheng Liu VLM MLLM 16 53 0 13 Dec 2020