Accelerating DETR Convergence via Semantic-Aligned Matching

14 March 2022

Papers citing "Accelerating DETR Convergence via Semantic-Aligned Matching"

50 / 51 papers shown

Title
PTTR: Relational 3D Point Cloud Object Tracking with Transformer Changqing Zhou Zhipeng Luo Yueru Luo Tianrui Liu Liang Pan Zhongang Cai Haiyu Zhao Shijian Lu ViT 3DPC 50 96 0 06 Dec 2021
Conditional DETR for Fast Training Convergence Depu Meng Xiaokang Chen Zejia Fan Gang Zeng Houqiang Li Yuhui Yuan Lei-huan Sun Jingdong Wang ViT 66 619 0 13 Aug 2021
Fast Convergence of DETR with Spatially Modulated Co-Attention Peng Gao Minghang Zheng Xiaogang Wang Jifeng Dai Hongsheng Li ViT 70 307 0 05 Aug 2021
Diverse Part Discovery: Occluded Person Re-identification with Part-Aware Transformer Yulin Li Jianfeng He Tianzhu Zhang Xiang Liu Yongdong Zhang Feng Wu ViT 64 302 0 08 Jun 2021
I2C2W: Image-to-Character-to-Word Transformers for Accurate Scene Text Recognition Chuhui Xue Jiaxing Huang Wenqing Zhang Shijian Lu Changhu Wang S. Bai 49 16 0 18 May 2021
MOTR: End-to-End Multiple-Object Tracking with Transformer Fangao Zeng Bin Dong Cheng Chen Tiancai Wang Xinming Zhang Yichen Wei VOT 53 512 0 07 May 2021
Transformer Tracking Xin Chen Bin Yan Jiawen Zhu Dong Wang Xiaoyun Yang Huchuan Lu ViT 58 953 0 29 Mar 2021
Meta-DETR: Image-Level Few-Shot Object Detection with Inter-Class Correlation Exploitation Gongjie Zhang Zhipeng Luo Kaiwen Cui Shijian Lu ViT 68 78 0 22 Mar 2021
Transformer Meets Tracker: Exploiting Temporal Context for Robust Visual Tracking Ning Wang Wen-gang Zhou Jie Wang Houqiang Li ViT 69 529 0 22 Mar 2021
TransReID: Transformer-based Object Re-Identification Shuting He Haowen Luo Pichao Wang F. Wang Hao Li Wei Jiang ViT 257 816 0 08 Feb 2021
Deformable DETR: Deformable Transformers for End-to-End Object Detection Xizhou Zhu Weijie Su Lewei Lu Bin Li Xiaogang Wang Jifeng Dai ViT 200 5,046 0 08 Oct 2020
Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild Yang Xiao Vincent Lepetit Renaud Marlet 3DPC 114 316 0 23 Jul 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 357 13,002 0 26 May 2020
Incremental Few-Shot Object Detection Juan-Manuel Perez-Rua Xiatian Zhu Timothy M. Hospedales Tao Xiang ObjD CLL 40 218 0 10 Mar 2020
Siam R-CNN: Visual Tracking by Re-Detection P. Voigtlaender Jonathon Luiten Philip Torr Bastian Leibe 99 515 0 28 Nov 2019
One-Shot Object Detection with Co-Attention and Co-Excitation Ting-I Hsieh Yi-Chen Lo Hwann-Tzong Chen Tyng-Luh Liu ObjD 93 166 0 28 Nov 2019
Occlusion Robust Face Recognition Based on Mask Learning with PairwiseDifferential Siamese Network Lingxue Song Dihong Gong Zhifeng Li Changsong Liu Wei Liu CVBM 60 199 0 17 Aug 2019
Few-Shot Object Detection with Attention-RPN and Multi-Relation Detector Qi Fan Wei Zhuo Chi-Keung Tang Yu-Wing Tai ObjD 135 528 0 06 Aug 2019
Objects as Points Xingyi Zhou Dequan Wang Philipp Krahenbuhl 3DPC 101 3,249 0 16 Apr 2019
Libra R-CNN: Towards Balanced Learning for Object Detection Jiangmiao Pang Kai-xiang Chen Jianping Shi H. Feng Wanli Ouyang Dahua Lin ObjD 75 1,291 0 04 Apr 2019
FCOS: Fully Convolutional One-Stage Object Detection Zhi Tian Chunhua Shen Hao Chen Tong He ObjD 117 4,997 0 02 Apr 2019
CAD-Net: A Context-Aware Detection Network for Objects in Remote Sensing Imagery Gongjie Zhang Shijian Lu Wei Zhang 55 358 0 03 Mar 2019
Bottom-up Object Detection by Grouping Extreme and Center Points Xingyi Zhou Jiacheng Zhuo Philipp Krahenbuhl ObjD 110 865 0 23 Jan 2019
Deeper and Wider Siamese Networks for Real-Time Visual Tracking Zhipeng Zhang Houwen Peng 78 843 0 07 Jan 2019
SiamRPN++: Evolution of Siamese Visual Tracking with Very Deep Networks Yue Liu Wei Wu Qiang Wang Fangyi Zhang Junliang Xing Junjie Yan ViT 81 1,802 0 31 Dec 2018
Few-shot Object Detection via Feature Reweighting Bingyi Kang Zhuang Liu Xin Wang Feng Yu Jiashi Feng Trevor Darrell ObjD OffRL 85 697 0 05 Dec 2018
Re-Identification with Consistent Attentive Siamese Networks Meng Zheng Srikrishna Karanam Ziyan Wu Richard J. Radke 55 227 0 19 Nov 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 148 2,448 0 06 Sep 2018
Distractor-aware Siamese Networks for Visual Object Tracking Zheng Zhu Qiang Wang Yue Liu Wei Wu Junjie Yan Weiming Hu 83 1,169 0 18 Aug 2018
Where-and-When to Look: Deep Siamese Attention Networks for Video-based Person Re-identification Lin Wu Yanjie Wang Junbin Gao Xue Li 51 195 0 03 Aug 2018
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes Pengyuan Lyu Minghui Liao Cong Yao Wenhao Wu X. Bai 66 598 0 06 Jul 2018
A Twofold Siamese Network for Real-Time Object Tracking Anfeng He Chong Luo Xinmei Tian Wenjun Zeng 53 564 0 24 Feb 2018
Cascade R-CNN: Delving into High Quality Object Detection Zhaowei Cai Nuno Vasconcelos ObjD 134 4,920 0 03 Dec 2017
Relation Networks for Object Detection Han Hu Jiayuan Gu Zheng Zhang Jifeng Dai Yichen Wei ObjD 102 1,221 0 30 Nov 2017
Receptive Field Block Net for Accurate and Fast Object Detection Songtao Liu Di Huang Yunhong Wang ObjD 63 1,261 0 21 Nov 2017
Single-Shot Refinement Neural Network for Object Detection Shifeng Zhang Longyin Wen Xiao Bian Zhen Lei Stan Z. Li ObjD 51 1,286 0 18 Nov 2017
Learning to Compare: Relation Network for Few-Shot Learning Flood Sung Yongxin Yang Li Zhang Tao Xiang Philip Torr Timothy M. Hospedales 267 4,042 0 16 Nov 2017
Improving Object Localization with Fitness NMS and Bounded IoU Loss Lachlan Tychsen-Smith L. Petersson 58 176 0 01 Nov 2017
Learning Deep Neural Networks for Vehicle Re-ID with Visual-spatio-temporal Path Proposals Yantao Shen Tong Xiao Hongsheng Li Shuai Yi Xiaogang Wang 54 286 0 13 Aug 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 642 130,942 0 12 Jun 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 344 27,129 0 20 Mar 2017
Prototypical Networks for Few-shot Learning Jake C. Snell Kevin Swersky R. Zemel 279 8,114 0 15 Mar 2017
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 179 15,602 0 25 Dec 2016
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 443 22,040 0 09 Dec 2016
Fully-Convolutional Siamese Networks for Object Tracking Luca Bertinetto Jack Valmadre João F. Henriques Andrea Vedaldi Philip Torr VOT 73 3,872 0 30 Jun 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.0K 193,426 0 10 Dec 2015
SSD: Single Shot MultiBox Detector Wen Liu Dragomir Anguelov D. Erhan Christian Szegedy Scott E. Reed Cheng-Yang Fu Alexander C. Berg ObjD BDL 200 29,742 0 08 Dec 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 473 62,122 0 04 Jun 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 342 13,123 0 12 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.5K 149,842 0 22 Dec 2014