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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"

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Title
MMCL: Boosting Deformable DETR-Based Detectors with Multi-Class Min-Margin Contrastive Learning for Superior Prohibited Item Detection Mingyuan Li Tong Jia Hui Lu Bowen Ma Hao Wang Dongyue Chen 88 3 0 05 Jun 2024
Enhanced Automotive Object Detection via RGB-D Fusion in a DiffusionDet Framework Eliraz Orfaig Inna Stainvas Igal Bilik 63 0 0 05 Jun 2024
Towards Unified Multi-granularity Text Detection with Interactive Attention Xingyu Wan Chengquan Zhang Pengyuan Lyu Sen Fan Zihan Ni Kun Yao Errui Ding Jingdong Wang 92 2 0 30 May 2024
SSGA-Net: Stepwise Spatial Global-local Aggregation Networks for for Autonomous Driving Yiming Cui Cheng Han Dongfang Liu 96 0 0 29 May 2024
LLM-Optic: Unveiling the Capabilities of Large Language Models for Universal Visual Grounding Haoyu Zhao Wenhang Ge Ying-Cong Chen ObjD MLLM VLM 88 5 0 27 May 2024
MonoDETRNext: Next-generation Accurate and Efficient Monocular 3D Object Detection Method Pan Liao Feng Yang Di Wu Liu Bo 56 1 0 24 May 2024
YOLOv10: Real-Time End-to-End Object Detection Ao Wang Hui Chen Lihao Liu Kai Chen Zijia Lin Jungong Han Guiguang Ding 3DH 134 1,220 0 23 May 2024
DLAFormer: An End-to-End Transformer For Document Layout Analysis Jiawei Wang Kai Hu Qiang Huo 3DV ViT 75 3 0 20 May 2024
SpecDETR: A Transformer-based Hyperspectral Point Object Detection Network Zhaoxu Li Wei An Gaowei Guo Longguang Wang Yingqian Wang Zaiping Lin ViT 209 0 0 16 May 2024
Gaze-DETR: Using Expert Gaze to Reduce False Positives in Vulvovaginal Candidiasis Screening Yan Kong Sheng Wang Jiangdong Cai Zihao Zhao Zhenrong Shen Yonghao Li Manman Fei Qian Wang 93 4 0 15 May 2024
Prompt When the Animal is: Temporal Animal Behavior Grounding with Positional Recovery Training Sheng Yan Xin Du Zongying Li Yi Wang Hongcang Jin Mengyuan Liu OOD VLM 57 0 0 09 May 2024
Enhancing DETRs Variants through Improved Content Query and Similar Query Aggregation Yingying Zhang Chuangji Shi Xin Guo Jiangwei Lao Jian Wang Jiaotuan Wang Jingdong Chen 81 3 0 06 May 2024
Towards Consistent Object Detection via LiDAR-Camera Synergy Kai Luo Hao Wu Kefu Yi Kailun Yang Wei Hao Rongdong Hu 65 1 0 02 May 2024
Towards End-to-End Semi-Supervised Table Detection with Semantic Aligned Matching Transformer Tahira Shehzadi Shalini Sarode Didier Stricker Muhammad Zeshan Afzal LMTD 108 4 0 30 Apr 2024
Dexterous Grasp Transformer Guo-Hao Xu Yi-Lin Wei Dian Zheng Xiao-Ming Wu Wei-Shi Zheng ViT 76 13 0 28 Apr 2024
A Hybrid Approach for Document Layout Analysis in Document images Tahira Shehzadi Didier Stricker Muhammad Zeshan Afzal 72 5 0 27 Apr 2024
Two in One Go: Single-stage Emotion Recognition with Decoupled Subject-context Transformer Xinpeng Li Teng Wang Jian Zhao Shuyi Mao Jinbao Wang Feng Zheng Xiaojiang Peng Xuelong Li 92 1 0 26 Apr 2024
MLP: Motion Label Prior for Temporal Sentence Localization in Untrimmed 3D Human Motions Sheng Yan Mengyuan Liu Yong Wang Yang Liu Chong Chen Hong Liu 94 2 0 21 Apr 2024
Curriculum Point Prompting for Weakly-Supervised Referring Image Segmentation Qiyuan Dai Sibei Yang 91 9 0 18 Apr 2024
CarcassFormer: An End-to-end Transformer-based Framework for Simultaneous Localization, Segmentation and Classification of Poultry Carcass Defect Minh Q. Tran Sang Truong Arthur F. A. Fernandes Michael Kidd Ngan Le ViT 100 4 0 17 Apr 2024
Task-Driven Exploration: Decoupling and Inter-Task Feedback for Joint Moment Retrieval and Highlight Detection Jin Yang Ping Wei Huan Li Ziyang Ren 92 12 0 14 Apr 2024
ConsistencyDet: A Few-step Denoising Framework for Object Detection Using the Consistency Model Lifan Jiang Zhihui Wang Changmiao Wang Ming Li Jiaxu Leng DiffM 35 0 0 11 Apr 2024
Mixed-Query Transformer: A Unified Image Segmentation Architecture Pei Wang Zhaowei Cai Hao Yang Ashwin Swaminathan R. Manmatha Stefano Soatto 123 2 0 06 Apr 2024
DQ-DETR: DETR with Dynamic Query for Tiny Object Detection Yi-Xin Huang Hou-I Liu Hong-Han Shuai Wen-Huang Cheng 104 19 0 04 Apr 2024
Effective Lymph Nodes Detection in CT Scans Using Location Debiased Query Selection and Contrastive Query Representation in Transformer Qinji Yu Yirui Wang K. Yan Haoshen Li Dazhou Guo ... Na Shen Qifeng Wang Xiaowei Ding X. Ye Dakai Jin MedIm 137 2 0 04 Apr 2024
TE-TAD: Towards Full End-to-End Temporal Action Detection via Time-Aligned Coordinate Expression Ho-Joong Kim Jung-Ho Hong Heejo Kong Seong-Whan Lee 81 5 0 03 Apr 2024
Sparse Semi-DETR: Sparse Learnable Queries for Semi-Supervised Object Detection Tahira Shehzadi K. Hashmi Didier Stricker Muhammad Zeshan Afzal 90 13 0 02 Apr 2024
Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering Refinement Xiuquan Hou Meiqin Liu Senlin Zhang Ping Wei Badong Chen 93 30 0 24 Mar 2024
MapTracker: Tracking with Strided Memory Fusion for Consistent Vector HD Mapping Jiacheng Chen Yuefan Wu Jiaqi Tan Hang Ma Yasutaka Furukawa 96 28 0 23 Mar 2024
Point-DETR3D: Leveraging Imagery Data with Spatial Point Prior for Weakly Semi-supervised 3D Object Detection Hongzhi Gao Zheng Chen Zehui Chen Lin Chen Jiaming Liu Shanghang Zhang Feng Zhao 3DPC 95 1 0 22 Mar 2024
DSGG: Dense Relation Transformer for an End-to-end Scene Graph Generation Zeeshan Hayder Xuming He ViT 107 10 0 21 Mar 2024
T-Rex2: Towards Generic Object Detection via Text-Visual Prompt Synergy Qing Jiang Feng Li Zhaoyang Zeng Tianhe Ren Shilong Liu Lei Zhang VLM 114 44 0 21 Mar 2024
vid-TLDR: Training Free Token merging for Light-weight Video Transformer Joonmyung Choi Sanghyeok Lee Jaewon Chu Minhyuk Choi Hyunwoo J. Kim MoMe ViT 109 17 0 20 Mar 2024
TAPTR: Tracking Any Point with Transformers as Detection Hongyang Li Hao Zhang Shilong Liu Zhaoyang Zeng Tianhe Ren Feng Li Lei Zhang 88 20 0 19 Mar 2024
Siamese Learning with Joint Alignment and Regression for Weakly-Supervised Video Paragraph Grounding Chaolei Tan Jian-Huang Lai Wei-Shi Zheng Jianfang Hu AI4TS 128 5 0 18 Mar 2024
GaussCtrl: Multi-View Consistent Text-Driven 3D Gaussian Splatting Editing Jing Wu Jiawang Bian Xinghui Li Guangrun Wang Ian D Reid Philip Torr V. Prisacariu 3DGS 98 42 0 13 Mar 2024
Historical Astronomical Diagrams Decomposition in Geometric Primitives Syrine Kalleli Scott Trigg Ségolene Albouy Mathieu Husson Mathieu Aubry 71 2 0 13 Mar 2024
SparseLIF: High-Performance Sparse LiDAR-Camera Fusion for 3D Object Detection Hongcheng Zhang Liu Liang Pengxin Zeng Xiao Song Zhe Wang 136 11 0 12 Mar 2024
Unleashing HyDRa: Hybrid Fusion, Depth Consistency and Radar for Unified 3D Perception Philipp Wolters Johannes Gilg Torben Teepe Fabian Herzog Anouar Laouichi Martin Hofmann Gerhard Rigoll MDE 138 15 0 12 Mar 2024
Real-time Transformer-based Open-Vocabulary Detection with Efficient Fusion Head Tiancheng Zhao Peng Liu Xuan He Lu Zhang Kyusong Lee ObjD 70 8 0 11 Mar 2024
Enhancing 3D Object Detection with 2D Detection-Guided Query Anchors Haoxuanye Ji Pengpeng Liang Erkang Cheng 3DPC 78 5 0 10 Mar 2024
VLM-PL: Advanced Pseudo Labeling Approach for Class Incremental Object Detection via Vision-Language Model Junsu Kim Yunhoe Ku Jihyeon Kim Junuk Cha Seungryul Baek ObjD VLM 101 14 0 08 Mar 2024
AO-DETR: Anti-Overlapping DETR for X-Ray Prohibited Items Detection Mingyuan Li Tong Jia Hao Wang Bowen Ma Shuyang Lin Da Cai Dongyue Chen ViT 124 21 0 07 Mar 2024
SAM-PD: How Far Can SAM Take Us in Tracking and Segmenting Anything in Videos by Prompt Denoising Tao Zhou Wenhan Luo Qi Ye Zhiguo Shi Jiming Chen VLM 97 3 0 07 Mar 2024
Continual Segmentation with Disentangled Objectness Learning and Class Recognition Yizheng Gong Siyue Yu Xiaoyang Wang Jimin Xiao CLL 84 6 0 06 Mar 2024
DAMSDet: Dynamic Adaptive Multispectral Detection Transformer with Competitive Query Selection and Adaptive Feature Fusion Junjie Guo Chenqiang Gao Fangcen Liu Deyu Meng Xinbo Gao 89 10 0 01 Mar 2024
EAN-MapNet: Efficient Vectorized HD Map Construction with Anchor Neighborhoods Huiyuan Xiong Jun Shen Taohong Zhu Yuelong Pan 90 3 0 28 Feb 2024
Leveraging Enhanced Queries of Point Sets for Vectorized Map Construction Zihao Liu Xiaoyu Zhang Guangwei Liu Ji Zhao Ningyi Xu 102 24 0 27 Feb 2024
SDDGR: Stable Diffusion-based Deep Generative Replay for Class Incremental Object Detection Junsu Kim Hoseong Cho Jihyeon Kim Yihalem Yimolal Tiruneh Seungryul Baek DiffM 137 21 0 27 Feb 2024
Deployment Prior Injection for Run-time Calibratable Object Detection Mo Zhou Yiding Yang Haoxiang Li Vishal M. Patel Gang Hua 101 0 0 27 Feb 2024