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
A Comprehensive Study of Real-Time Object Detection Networks Across Multiple Domains: A Survey Elahe Arani Shruthi Gowda Ratnajit Mukherjee Omar Magdy Senthilkumar S. Kathiresan Bahram Zonooz ObjD OOD 8 27 0 23 Aug 2022
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Unifying Visual Perception by Dispersible Points Learning Jianming Liang Guanglu Song B. Leng Yu Liu VOS OCL 12 3 0 18 Aug 2022
Sample hardness based gradient loss for long-tailed cervical cell detection Minmin Liu Xuechen Li Xiang Gao Junliang Chen Linlin Shen Huisi Wu MedIm 9 4 0 07 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 16 20 0 05 Aug 2022
YOLO-FaceV2: A Scale and Occlusion Aware Face Detector Ziping Yu Hongbo Huang Weijun Chen Yongxin Su Yahui Liu Xiu-Ying Wang ObjD CVBM 13 157 0 03 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 9 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 19 299 0 28 Jul 2022
Group DETR: Fast DETR Training with Group-Wise One-to-Many Assignment Qiang Chen Xiaokang Chen Jian Wang Shan Zhang Kun Yao Haocheng Feng Junyu Han Errui Ding Gang Zeng Jingdong Wang ViT 25 116 0 26 Jul 2022
DETRs with Hybrid Matching Ding Jia Yuhui Yuan Hao He Xiao-pei Wu Haojun Yu Weihong Lin Lei-huan Sun Chao Zhang Hanhua Hu 19 179 0 26 Jul 2022
Monocular 3D Object Detection with Depth from Motion Tai Wang Jiangmiao Pang Dahua Lin MDE 9 55 0 26 Jul 2022
A Guide to Image and Video based Small Object Detection using Deep Learning : Case Study of Maritime Surveillance Aref Miri Rekavandi Lian Xu F. Boussaïd A. Seghouane Stephen Hoefs Bennamoun ObjD 13 16 0 26 Jul 2022
Revisiting AP Loss for Dense Object Detection: Adaptive Ranking Pair Selection Dongli Xu Jinhong Deng Wen Li 9 8 0 25 Jul 2022
HPS-Det: Dynamic Sample Assignment with Hyper-Parameter Search for Object Detection Ji Liu Dong Li Zekun Li Han Liu Wenjing Ke Lu Tian Yi Shan 13 0 0 23 Jul 2022
Focused Decoding Enables 3D Anatomical Detection by Transformers Bastian Wittmann Fernando Navarro Suprosanna Shit Bjoern H. Menze ViT MedIm 6 6 0 21 Jul 2022
Mind the Gap: Polishing Pseudo labels for Accurate Semi-supervised Object Detection Lei Zhang Yuxuan Sun Wei Wei 8 18 0 17 Jul 2022
You Should Look at All Objects Zhenchao Jin Dongdong Yu Luchuan Song Zehuan Yuan Lequan Yu ObjD 9 16 0 16 Jul 2022
ObjectBox: From Centers to Boxes for Anchor-Free Object Detection Mohsen Zand Ali Etemad Michael A. Greenspan ObjD 9 51 0 14 Jul 2022
DTG-SSOD: Dense Teacher Guidance for Semi-Supervised Object Detection Gang Li Xiang Li Yujie Wang Yichao Wu Ding Liang Shanshan Zhang 17 25 0 12 Jul 2022
Improving Domain Generalization by Learning without Forgetting: Application in Retail Checkout Thuy C. Nguyen N. Phan S. T. Nguyen OOD 11 3 0 12 Jul 2022
Wave-ViT: Unifying Wavelet and Transformers for Visual Representation Learning Ting Yao Yingwei Pan Yehao Li Chong-Wah Ngo Tao Mei ViT 135 135 0 11 Jul 2022
Dual Vision Transformer Ting Yao Yehao Li Yingwei Pan Yu Wang Xiaoping Zhang Tao Mei ViT 131 75 0 11 Jul 2022
Exploring Contextual Relationships for Cervical Abnormal Cell Detection Yixiong Liang Shuo Feng Qing Liu Hulin Kuang Jianfeng Liu Liyan Liao Yun Du Jianxin Wang 10 12 0 11 Jul 2022
Should All Proposals be Treated Equally in Object Detection? Yunsheng Li Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Pei Yu Jing Yin Lu Yuan Zicheng Liu Nuno Vasconcelos ObjD 6 4 0 07 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 17 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 6 87 0 06 Jul 2022
ORF-Net: Deep Omni-supervised Rib Fracture Detection from Chest CT Scans Zhizhong Chai Huangjing Lin Luyang Luo Pheng-Ann Heng Hao Chen 22 7 0 05 Jul 2022
Softmax-free Linear Transformers Jiachen Lu Junge Zhang Xiatian Zhu Jianfeng Feng Tao Xiang Li Zhang ViT 9 7 0 05 Jul 2022
Detecting tiny objects in aerial images: A normalized Wasserstein distance and a new benchmark Chang Xu Jinwang Wang Wen Yang Huai Yu Lei Yu Guisong Xia 20 84 0 28 Jun 2022
Boosting R-CNN: Reweighting R-CNN Samples by RPN's Error for Underwater Object Detection Pinhao Song Hong Liu Linhui Dai Tao Wang Zhan Chen ObjD 23 123 0 28 Jun 2022
YOLOSA: Object detection based on 2D local feature superimposed self-attention Weisheng Li Lin Huang 3DH 6 9 0 23 Jun 2022
Unbiased Teacher v2: Semi-supervised Object Detection for Anchor-free and Anchor-based Detectors Yen-Cheng Liu Chih-Yao Ma Z. Kira 11 103 0 19 Jun 2022
Delving into the Scale Variance Problem in Object Detection Junliang Chen Xiaodong Zhao L. Shen ObjD 6 2 0 16 Jun 2022
Selective Multi-Scale Learning for Object Detection Junliang Chen Weizeng Lu Linlin Shen ObjD 7 5 0 16 Jun 2022
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone Zi-Yi Dou Aishwarya Kamath Zhe Gan Pengchuan Zhang Jianfeng Wang ... Ce Liu Yann LeCun Nanyun Peng Jianfeng Gao Lijuan Wang VLM ObjD 8 106 0 15 Jun 2022
Label Matching Semi-Supervised Object Detection Binbin Chen Weijie Chen Shicai Yang Yunyi Xuan Jie Song Di Xie Shiliang Pu Mingli Song Yueting Zhuang 17 74 0 14 Jun 2022
Featurized Query R-CNN Wenqiang Zhang Tianheng Cheng Xinggang Wang Shaoyu Chen Qian Zhang Wenyu Liu ObjD 17 5 0 13 Jun 2022
G-Rep: Gaussian Representation for Arbitrary-Oriented Object Detection Liping Hou Ke Lu Xue Yang Yuqiu Li Jian Xue 55 68 0 24 May 2022
Vision-based Anti-UAV Detection and Tracking Jie Zhao Jingshu Zhang Dongdong Li D. Wang AI4TS 34 96 0 22 May 2022
Vision Transformer Adapter for Dense Predictions Zhe Chen Yuchen Duan Wenhai Wang Junjun He Tong Lu Jifeng Dai Yu Qiao 20 537 0 17 May 2022
Beyond Bounding Box: Multimodal Knowledge Learning for Object Detection Wei Feng Xingyuan Bu Chenchen Zhang Xubin Li VLM 8 4 0 09 May 2022
Dynamic Sparse R-CNN Qinghang Hong Fengming Liu Dong Li Ji Liu Lu Tian Yi Shan ObjD 15 28 0 04 May 2022
Cross Domain Object Detection by Target-Perceived Dual Branch Distillation Meng He Yali Wang Jiaxi Wu Yiru Wang Hanqing Li Bo-wen Li Weihao Gan Wei Wu Yu Qiao 16 69 0 03 May 2022
MMRotate: A Rotated Object Detection Benchmark using PyTorch Yue Zhou Xue Yang Gefan Zhang Jiabao Wang Yanyi Liu ... Xingzhao Liu Junchi Yan Chengqi Lyu Wenwei Zhang Kai Chen 32 286 0 28 Apr 2022
PointInst3D: Segmenting 3D Instances by Points Tong He Wei Yin Chunhua Shen A. Hengel 3DPC ISeg 21 19 0 25 Apr 2022
Augmentation of Atmospheric Turbulence Effects on Thermal Adapted Object Detection Models Engin Uzun Ahmet Anil Dursun Erdem Akagündüz 6 6 0 19 Apr 2022
CenterNet++ for Object Detection Kaiwen Duan S. Bai Lingxi Xie H. Qi Qingming Huang Qi Tian ObjD 20 38 0 18 Apr 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
An Empirical Study of Remote Sensing Pretraining Di Wang Jing Zhang Bo Du Guisong Xia Dacheng Tao EDL 16 184 0 06 Apr 2022