DN-DETR: Accelerate DETR Training by Introducing Query DeNoising

2 March 2022

Lei Zhang

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

39 / 339 papers shown

Title
DETRs with Collaborative Hybrid Assignments Training Zhuofan Zong Guanglu Song Yu Liu ViT 19 301 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 28 9 0 22 Nov 2022
Plug and Play Active Learning for Object Detection Chenhongyi Yang Lichao Huang Elliot J. Crowley ObjD 23 16 0 21 Nov 2022
MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors Yuang Zhang Tiancai Wang Xiangyu Zhang VOT 17 125 0 17 Nov 2022
DiffusionDet: Diffusion Model for Object Detection Shoufa Chen Pei Sun Yibing Song Ping Luo 13 437 0 17 Nov 2022
D $^3$ ETR: Decoder Distillation for Detection Transformer Xiaokang Chen Jiahui Chen Y. Liu Gang Zeng 32 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 19 29 0 17 Nov 2022
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 Errui Ding 37 5 0 15 Nov 2022
DEYO: DETR with YOLO for Step-by-Step Object Detection Hao Ouyang 19 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 15 317 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 16 44 0 07 Nov 2022
SSDA-YOLO: Semi-supervised Domain Adaptive YOLO for Cross-Domain Object Detection Huayi Zhou Fei Jiang Hongtao Lu ObjD 16 72 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 29 14 0 03 Nov 2022
Multi-Camera Calibration Free BEV Representation for 3D Object Detection Hongxiang Jiang Wenming Meng Hongmei Zhu Q. Zhang Jihao Yin 27 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 18 8 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 6 0 0 27 Oct 2022
1st Place Solutions for the UVO Challenge 2022 Jiajun Zhang Boyu Chen Zhilong Ji Jinfeng Bai Zonghai Hu 10 1 0 18 Oct 2022
FQDet: Fast-converging Query-based Detector Cédric Picron Punarjay Chakravarty Tinne Tuytelaars ObjD 17 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 88 138 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 28 25 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 15 34 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 P. Xing ViT 34 19 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 28 116 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 19 182 0 26 Jul 2022
TransFiner: A Full-Scale Refinement Approach for Multiple Object Tracking Bin Sun VOT 13 0 0 26 Jul 2022
Focused Decoding Enables 3D Anatomical Detection by Transformers Bastian Wittmann Fernando Navarro Suprosanna Shit Bjoern H. Menze ViT MedIm 8 8 0 21 Jul 2022
Towards Hard-Positive Query Mining for DETR-based Human-Object Interaction Detection Xubin Zhong Changxing Ding Zijian Li Shaoli Huang 30 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 20 6,062 0 06 Jul 2022
VectorMapNet: End-to-end Vectorized HD Map Learning Yicheng Liu Tianyuan Yuan Yue Wang Yilun Wang Hang Zhao 13 185 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 42 363 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 X. Zhang Jian-jun Sun 3DPC 22 343 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 14 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 12 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 39 34 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 39 82 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 13 1,358 0 07 Mar 2022
DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR Shilong Liu Feng Li Hao Zhang X. Yang Xianbiao Qi Hang Su Jun Zhu Lei Zhang ViT 138 725 0 28 Jan 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 66 330 0 11 Nov 2021
Pix2seq: A Language Modeling Framework for Object Detection Ting-Li Chen Saurabh Saxena Lala Li David J. Fleet Geoffrey E. Hinton MLLM ViT VLM 233 341 0 22 Sep 2021