v1v2v3v4 (latest)

Deformable DETR: Deformable Transformers for End-to-End Object Detection

8 October 2020

Weijie Su

ArXiv (abs)PDF HTML Github (3553★)

Papers citing "Deformable DETR: Deformable Transformers for End-to-End Object Detection"

50 / 2,533 papers shown

Title
Dynamic Head: Unifying Object Detection Heads with Attentions Xiyang Dai Yinpeng Chen Bin Xiao Dongdong Chen Mengchen Liu Lu Yuan Lei Zhang 76 587 0 15 Jun 2021
Delving Deep into the Generalization of Vision Transformers under Distribution Shifts Chongzhi Zhang Mingyuan Zhang Shanghang Zhang Daisheng Jin Qiang-feng Zhou Zhongang Cai Haiyu Zhao Xianglong Liu Ziwei Liu 69 105 0 14 Jun 2021
Going Beyond Linear Transformers with Recurrent Fast Weight Programmers Kazuki Irie Imanol Schlag Róbert Csordás Jürgen Schmidhuber 118 64 0 11 Jun 2021
MlTr: Multi-label Classification with Transformer Xingyi Cheng Hezheng Lin Xiangyu Wu Fan Yang Dong Shen Zhongyuan Wang Nian Shi Honglin Liu ViT 51 50 0 11 Jun 2021
Spectral Unsupervised Domain Adaptation for Visual Recognition Jingyi Zhang Jiaxing Huang Zichen Tian Shijian Lu 82 68 0 11 Jun 2021
CAT: Cross Attention in Vision Transformer Hezheng Lin Xingyi Cheng Xiangyu Wu Fan Yang Dong Shen Zhongyuan Wang Qing Song Wei Yuan ViT 65 157 0 10 Jun 2021
A Survey of Transformers Tianyang Lin Yuxin Wang Xiangyang Liu Xipeng Qiu ViT 188 1,146 0 08 Jun 2021
DETReg: Unsupervised Pretraining with Region Priors for Object Detection Amir Bar Xin Wang Vadim Kantorov Colorado Reed Roei Herzig Gal Chechik Anna Rohrbach Trevor Darrell Amir Globerson ViT 79 118 0 08 Jun 2021
Chasing Sparsity in Vision Transformers: An End-to-End Exploration Tianlong Chen Yu Cheng Zhe Gan Lu Yuan Lei Zhang Zhangyang Wang ViT 70 224 0 08 Jun 2021
Efficient Training of Visual Transformers with Small Datasets Yahui Liu E. Sangineto Wei Bi N. Sebe Bruno Lepri Marco De Nadai ViT 75 174 0 07 Jun 2021
Refiner: Refining Self-attention for Vision Transformers Daquan Zhou Yujun Shi Bingyi Kang Weihao Yu Zihang Jiang Yuan Li Xiaojie Jin Qibin Hou Jiashi Feng ViT 96 62 0 07 Jun 2021
Shuffle Transformer: Rethinking Spatial Shuffle for Vision Transformer Zilong Huang Youcheng Ben Guozhong Luo Pei Cheng Gang Yu Bin-Bin Fu ViT 108 185 0 07 Jun 2021
Self-supervised Depth Estimation Leveraging Global Perception and Geometric Smoothness Using On-board Videos Shaocheng Jia Xin Pei W. Yao S. Wong 3DPC MDE 80 19 0 07 Jun 2021
ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias Yufei Xu Qiming Zhang Jing Zhang Dacheng Tao ViT 188 342 0 07 Jun 2021
Oriented Object Detection with Transformer Teli Ma Mingyuan Mao Honghui Zheng Peng Gao Xiaodi Wang Shumin Han Errui Ding Baochang Zhang David Doermann ViT 51 44 0 06 Jun 2021
Referring Transformer: A One-step Approach to Multi-task Visual Grounding Muchen Li Leonid Sigal ObjD 116 197 0 06 Jun 2021
Signal Transformer: Complex-valued Attention and Meta-Learning for Signal Recognition Yihong Dong Ying Peng Muqiao Yang Songtao Lu Qingjiang Shi 103 9 0 05 Jun 2021
CATs: Cost Aggregation Transformers for Visual Correspondence Seokju Cho Sunghwan Hong Sangryul Jeon Yunsung Lee Kwanghoon Sohn Seungryong Kim ViT 81 92 0 04 Jun 2021
SOLQ: Segmenting Objects by Learning Queries Bin Dong Fangao Zeng Tiancai Wang Xinming Zhang Yichen Wei ISeg 104 119 0 04 Jun 2021
Few-Shot Segmentation via Cycle-Consistent Transformer Gengwei Zhang Guoliang Kang Yi Yang Yunchao Wei ViT 107 186 0 04 Jun 2021
X-volution: On the unification of convolution and self-attention Xuanhong Chen Hang Wang Bingbing Ni ViT 53 25 0 04 Jun 2021
DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification Yongming Rao Wenliang Zhao Benlin Liu Jiwen Lu Jie Zhou Cho-Jui Hsieh ViT 138 711 0 03 Jun 2021
Learning High-Precision Bounding Box for Rotated Object Detection via Kullback-Leibler Divergence Xue Yang Xiaojiang Yang Jirui Yang Qi Ming Wentao Wang Qi Tian Junchi Yan 117 395 0 03 Jun 2021
Attention mechanisms and deep learning for machine vision: A survey of the state of the art A. M. Hafiz S. A. Parah R. A. Bhat 91 45 0 03 Jun 2021
Container: Context Aggregation Network Peng Gao Jiasen Lu Hongsheng Li Roozbeh Mottaghi Aniruddha Kembhavi ViT 100 72 0 02 Jun 2021
TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification Zhucheng Shao Hao Bian Yang Chen Yifeng Wang Jian Zhang Xiangyang Ji Yongbing Zhang ViT MedIm 114 685 0 02 Jun 2021
You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection Yuxin Fang Bencheng Liao Xinggang Wang Jiemin Fang Jiyang Qi Rui Wu Jianwei Niu Wenyu Liu ViT 70 326 0 01 Jun 2021
Analogous to Evolutionary Algorithm: Designing a Unified Sequence Model Jiangning Zhang Chao Xu Jian Li Wenzhou Chen Yabiao Wang Ying Tai Shuo Chen Chengjie Wang Feiyue Huang Yong Liu 108 22 0 31 May 2021
StyTr $^2$ : Image Style Transfer with Transformers Yingying Deng Fan Tang Weiming Dong Chongyang Ma Xingjia Pan Lei Wang Changsheng Xu ViT 115 268 0 30 May 2021
TransMatcher: Deep Image Matching Through Transformers for Generalizable Person Re-identification Tianran Ouyang Ling Shao ViT 80 60 0 30 May 2021
Gaze Estimation using Transformer Yihua Cheng Feng Lu ViT 80 94 0 30 May 2021
Less is More: Pay Less Attention in Vision Transformers Zizheng Pan Bohan Zhuang Haoyu He Jing Liu Jianfei Cai ViT 141 87 0 29 May 2021
Transformer-Based Source-Free Domain Adaptation Guanglei Yang Hao Tang Zhun Zhong M. Ding Ling Shao N. Sebe Elisa Ricci ViT 79 42 0 28 May 2021
Augmenting Anchors by the Detector Itself Xiaopei Wan Shengjie Chen Yujiu Yang Zhenhua Guo ObjD 18 0 0 28 May 2021
ResT: An Efficient Transformer for Visual Recognition Qing-Long Zhang Yubin Yang ViT 80 235 0 28 May 2021
Recent advances and clinical applications of deep learning in medical image analysis Xuxin Chen Ximing Wang Kecheng Zhang K. Fung T. Thai K. Moore Robert S. Mannel Hong Liu B. Zheng Y. Qiu OOD 136 611 0 27 May 2021
When Liebig's Barrel Meets Facial Landmark Detection: A Practical Model Haibo Jin Jinpeng Li Tianran Ouyang Ling Shao ViT 46 4 0 27 May 2021
End-to-End Video Object Detection with Spatial-Temporal Transformers Lu He Qianyu Zhou Hefei Ling Li Niu Guangliang Cheng Xiao Li Wenxuan Liu Yu Tong Lizhuang Ma Liqing Zhang ViT 114 98 0 23 May 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 87 17 0 18 May 2021
Waste detection in Pomerania: non-profit project for detecting waste in environment Sylwia Majchrowska Agnieszka Mikołajczyk M. Ferlin Zuzanna Klawikowska Marta A. Plantykow Arkadiusz Kwasigroch K. Majek 109 138 0 12 May 2021
SCTN: Sparse Convolution-Transformer Network for Scene Flow Estimation Bing Li Cheng Zheng Silvio Giancola Guohao Li ViT 3DPC 103 44 0 10 May 2021
RelationTrack: Relation-aware Multiple Object Tracking with Decoupled Representation En Yu Zhuoling Li Shoudong Han Hongwei Wang VOT 97 133 0 10 May 2021
Conformer: Local Features Coupling Global Representations for Visual Recognition Zhiliang Peng Wei Huang Shanzhi Gu Lingxi Xie Yaowei Wang Jianbin Jiao QiXiang Ye ViT 72 549 0 09 May 2021
TrTr: Visual Tracking with Transformer Moju Zhao K. Okada Masayuki Inaba ViT 100 80 0 09 May 2021
MOTR: End-to-End Multiple-Object Tracking with Transformer Fangao Zeng Bin Dong Cheng Chen Tiancai Wang Xinming Zhang Yichen Wei VOT 90 521 0 07 May 2021
A State-of-the-art Survey of Object Detection Techniques in Microorganism Image Analysis: From Classical Methods to Deep Learning Approaches Pingli Ma Chen Li M. Rahaman Yudong Yao Jiawei Zhang Shuojia Zou Xin Zhao M. Grzegorzek 87 66 0 07 May 2021
Split and Connect: A Universal Tracklet Booster for Multi-Object Tracking Gaoang Wang Yizhou Wang Renshu Gu Weijie Hu Lei Li VOT 98 42 0 06 May 2021
Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks Meng-Hao Guo Zheng-Ning Liu Tai-Jiang Mu Shimin Hu 74 504 0 05 May 2021
Visual Relationship Detection Using Part-and-Sum Transformers with Composite Queries Qingyi Dong Zhuowen Tu Haofu Liao Yuting Zhang Vijay Mahadevan Stefano Soatto ViT 72 38 0 05 May 2021
Instances as Queries Yuxin Fang Shusheng Yang Xinggang Wang Yu Li Chen Fang Ying Shan Bin Feng Wenyu Liu ISeg 86 261 0 05 May 2021