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DN-DETR: Accelerate DETR Training by Introducing Query DeNoising

2 March 2022

Lei Zhang

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Papers citing "DN-DETR: Accelerate DETR Training by Introducing Query DeNoising"

46 / 346 papers shown

Title
ConQueR: Query Contrast Voxel-DETR for 3D Object Detection Benjin Zhu Zhe Wang Shaoshuai Shi Hang Xu Lanqing Hong Hongsheng Li 63 27 0 14 Dec 2022
NMS Strikes Back Jeffrey Ouyang-Zhang Jang Hyun Cho Xingyi Zhou Philipp Krahenbuhl 91 38 0 12 Dec 2022
Focal-PETR: Embracing Foreground for Efficient Multi-Camera 3D Object Detection Shih-Ping Wang Xiaohui Jiang Ying Li 3DPC 81 18 0 11 Dec 2022
Concealed Object Detection for Passive Millimeter-Wave Security Imaging Based on Task-Aligned Detection Transformer Cheng Guo Fei-hu Hu Yan Hu ViT 83 16 0 01 Dec 2022
DQ-DETR: Dual Query Detection Transformer for Phrase Extraction and Grounding Siyi Liu Yaoyuan Liang Feng Li Shijia Huang Hao Zhang Hang Su Jun Zhu Lei Zhang ObjD 105 28 0 28 Nov 2022
3DPPE: 3D Point Positional Encoding for Multi-Camera 3D Object Detection Transformers Changyong Shu Jiajun Deng Feng Yu Yifan Liu 3DPC 89 11 0 27 Nov 2022
DATE: Dual Assignment for End-to-End Fully Convolutional Object Detection Yiqun Chen Qiang Chen Qinghao Hu Jian Cheng 93 8 0 25 Nov 2022
Self-Supervised Learning based on Heat Equation Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Lu Yuan Zicheng Liu Youzuo Lin 77 4 0 23 Nov 2022
DETRs with Collaborative Hybrid Assignments Training Zhuofan Zong Guanglu Song Yu Liu ViT 148 331 0 22 Nov 2022
Teach-DETR: Better Training DETR with Teachers Linjiang Huang Kaixin Lu Guanglu Song Liang Wang Siyu Liu Yu Liu Hongsheng Li 114 9 0 22 Nov 2022
Plug and Play Active Learning for Object Detection Chenhongyi Yang Lichao Huang Elliot J. Crowley ObjD 104 18 0 21 Nov 2022
MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors Yuang Zhang Tiancai Wang Xiangyu Zhang VOT 86 139 0 17 Nov 2022
DiffusionDet: Diffusion Model for Object Detection Shoufa Chen Pei Sun Yibing Song Ping Luo 133 475 0 17 Nov 2022
D $^3$ ETR: Decoder Distillation for Detection Transformer Xiaokang Chen Jiahui Chen Yang Liu Gang Zeng 78 16 0 17 Nov 2022
DETRDistill: A Universal Knowledge Distillation Framework for DETR-families Jiahao Chang Shuo Wang Guangkai Xu Zehui Chen Chenhongyi Yang Fengshang Zhao 102 29 0 17 Nov 2022
KD-DETR: Knowledge Distillation for Detection Transformer with Consistent Distillation Points Sampling Yu Wang Xin Li Shengzhao Wen Fu-En Yang Wanping Zhang Gang Zhang Haocheng Feng Junyu Han 110 5 0 15 Nov 2022
DEYO: DETR with YOLO for Step-by-Step Object Detection Hao Ouyang 119 7 0 12 Nov 2022
OneFormer: One Transformer to Rule Universal Image Segmentation Jitesh Jain Jiacheng Li M. Chiu Ali Hassani Nikita Orlov Humphrey Shi ViT 78 349 0 10 Nov 2022
Group DETR v2: Strong Object Detector with Encoder-Decoder Pretraining Qiang Chen Jian Wang Chuchu Han Shangang Zhang Zexian Li ... Haocheng Feng Kun Yao Junyu Han Errui Ding Jingdong Wang ViT VLM 92 45 0 07 Nov 2022
SSDA-YOLO: Semi-supervised Domain Adaptive YOLO for Cross-Domain Object Detection Huayi Zhou Fei Jiang Hongtao Lu ObjD 108 79 0 04 Nov 2022
SAP-DETR: Bridging the Gap Between Salient Points and Queries-Based Transformer Detector for Fast Model Convergency Yang Liu Yao Zhang Yixin Wang Yang Zhang Jiang Tian Zhongchao Shi Jianping Fan Zhiqiang He 109 14 0 03 Nov 2022
Multi-Camera Calibration Free BEV Representation for 3D Object Detection Hongxiang Jiang Wenming Meng Hongmei Zhu Qiaosheng Zhang Jihao Yin 110 4 0 31 Oct 2022
ImplantFormer: Vision Transformer based Implant Position Regression Using Dental CBCT Data Xinquan Yang Xuguang Li Xuechen Li Pei-Yao Wu Linlin Shen Yongqiang Deng MedIm 85 10 0 29 Oct 2022
The 1st-place Solution for ECCV 2022 Multiple People Tracking in Group Dance Challenge Yuang Zhang Tiancai Wang Weiyao Lin Xiangyu Zhang 70 0 0 27 Oct 2022
1st Place Solutions for the UVO Challenge 2022 Jiajun Zhang Boyu Chen Zhilong Ji Jinfeng Bai Zonghai Hu 86 1 0 18 Oct 2022
FQDet: Fast-converging Query-based Detector Cédric Picron Punarjay Chakravarty Tinne Tuytelaars ObjD 108 2 0 05 Oct 2022
Delving into the Devils of Bird's-eye-view Perception: A Review, Evaluation and Recipe Hongyang Li Chonghao Sima Jifeng Dai Wenhai Wang Lewei Lu ... Xiaosong Jia Siqian Liu Jianping Shi Dahua Lin Yu Qiao 176 151 0 12 Sep 2022
Towards Efficient Use of Multi-Scale Features in Transformer-Based Object Detectors Gongjie Zhang Zhipeng Luo Zichen Tian Yingchen Yu Jingyi Zhang Shijian Lu 103 29 0 24 Aug 2022
TSRFormer: Table Structure Recognition with Transformers Weihong Lin Zhengmao Sun Chixiang Ma Mingze Li Jiawei Wang Lei-huan Sun Qiang Huo ViT LMTD 120 37 0 09 Aug 2022
Semantic-Aligned Matching for Enhanced DETR Convergence and Multi-Scale Feature Fusion Gongjie Zhang Zhipeng Luo Jiaxing Huang Shijian Lu Eric Xing ViT 98 21 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 145 135 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 69 200 0 26 Jul 2022
TransFiner: A Full-Scale Refinement Approach for Multiple Object Tracking Bin Sun VOT 90 0 0 26 Jul 2022
Focused Decoding Enables 3D Anatomical Detection by Transformers Bastian Wittmann Fernando Navarro Suprosanna Shit Bjoern Menze ViT MedIm 76 10 0 21 Jul 2022
Towards Hard-Positive Query Mining for DETR-based Human-Object Interaction Detection Xubin Zhong Changxing Ding Zijian Li Shaoli Huang 86 23 0 12 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 181 6,668 0 06 Jul 2022
VectorMapNet: End-to-end Vectorized HD Map Learning Yicheng Liu Tianyuan Yuan Yue Wang Yilun Wang Hang Zhao 157 199 0 17 Jun 2022
Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation Feng Li Hao Zhang Hu-Sheng Xu Siyi Liu Lei Zhang L. Ni H. Shum ISeg 172 394 0 06 Jun 2022
PETRv2: A Unified Framework for 3D Perception from Multi-Camera Images Yingfei Liu Junjie Yan Fan Jia Shuailin Li Q. Gao Tiancai Wang Xinming Zhang Jian Sun 3DPC 127 360 0 02 Jun 2022
End-to-End Multi-Object Detection with a Regularized Mixture Model Jaeyoung Yoo Hojun Lee Seunghyeon Seo Inseop Chung Nojun Kwak 128 0 0 18 May 2022
An Empirical Study Of Self-supervised Learning Approaches For Object Detection With Transformers Gokul Karthik Kumar Sahal Shaji Mullappilly Abhishek Singh Gehlot ViT 54 1 0 11 May 2022
Improving Transferability for Domain Adaptive Detection Transformers Kaixiong Gong Shuang Li Shugang Li Rui Zhang Chi Harold Liu Qiang Chen 135 36 0 29 Apr 2022
MonoDETR: Depth-guided Transformer for Monocular 3D Object Detection Renrui Zhang Han Qiu Tai Wang Ziyu Guo Xuan Xu Xuanzhuo Xu Ziteng Cui Peng Gao Hongsheng Li Hongsheng Li ViT MDE 149 92 0 24 Mar 2022
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection Hao Zhang Feng Li Shilong Liu Lei Zhang Hang Su Jun Zhu L. Ni H. Shum ViT 291 1,483 0 07 Mar 2022
A Survey of Visual Transformers Yang Liu Yao Zhang Yixin Wang Feng Hou Jin Yuan Jiang Tian Yang Zhang Zhongchao Shi Jianping Fan Zhiqiang He 3DGS ViT 199 356 0 11 Nov 2021
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 360 15,695 0 25 Dec 2016