Sparse DETR: Efficient End-to-End Object Detection with Learnable Sparsity

29 November 2021

Papers citing "Sparse DETR: Efficient End-to-End Object Detection with Learnable Sparsity"

50 / 71 papers shown

Title
Underwater object detection in sonar imagery with detection transformer and Zero-shot neural architecture search XiaoTong Gu Shengyu Tang Yiming Cao Changdong Yu ViT 34 0 0 10 May 2025
Adaptive Contextual Embedding for Robust Far-View Borehole Detection Xuesong Liu Tianyu Hao Emmett J. Ientilucci 41 0 0 08 May 2025
X-ray illicit object detection using hybrid CNN-transformer neural network architectures Jorgen Cani Christos Diou Spyridon Evangelatos Panagiotis I. Radoglou-Grammatikis Vasileios Argyriou Panagiotis G. Sarigiannidis Iraklis Varlamis Georgios Th. Papadopoulos 28 0 0 01 May 2025
3D Occupancy Prediction with Low-Resolution Queries via Prototype-aware View Transformation Gyeongrok Oh Sungjune Kim Heeju Ko Hyung-Gun Chi J. Kim Dongwook Lee Daehyun Ji Sungjoon Choi Sujin Jang Sangpil Kim 41 0 0 19 Mar 2025
SparseVoxFormer: Sparse Voxel-based Transformer for Multi-modal 3D Object Detection Hyeongseok Son Jia He Seung-In Park Ying Min Yunhao Zhang ByungIn Yoo 65 0 0 11 Mar 2025
Fractional Correspondence Framework in Detection Transformer Masoumeh Zareapoor Pourya Shamsolmoali Huiyu Zhou Yue Lu Salvador García 55 0 0 06 Mar 2025
SAC-ViT: Semantic-Aware Clustering Vision Transformer with Early Exit Youbing Hu Yun Cheng Anqi Lu Dawei Wei Zhijun Li 46 0 0 27 Feb 2025
Exploiting VLM Localizability and Semantics for Open Vocabulary Action Detection Wentao Bao Keqin Li Yuxiao Chen Deep Patel Martin Renqiang Min Yu Kong VLM ObjD 44 2 0 17 Nov 2024
Token Pruning using a Lightweight Background Aware Vision Transformer Sudhakar Sah Ravish Kumar Honnesh Rohmetra Ehsan Saboori ViT 26 1 0 12 Oct 2024
CASPFormer: Trajectory Prediction from BEV Images with Deformable Attention Harsh Yadav Maximilian Schaefer Kun Zhao Tobias Meisen 39 0 0 26 Sep 2024
Make Your ViT-based Multi-view 3D Detectors Faster via Token Compression Dingyuan Zhang Dingkang Liang Zichang Tan Xiaoqing Ye Cheng Zhang Jingdong Wang Xiang Bai ViT 53 2 0 01 Sep 2024
PointMT: Efficient Point Cloud Analysis with Hybrid MLP-Transformer Architecture Qiang Zheng Chao Zhang Jian Sun 35 1 0 10 Aug 2024
Learning High-resolution Vector Representation from Multi-Camera Images for 3D Object Detection Zhili Chen Shuangjie Xu Maosheng Ye Zian Qian Xiaoyi Zou Dit-Yan Yeung Qifeng Chen 58 1 0 22 Jul 2024
MDHA: Multi-Scale Deformable Transformer with Hybrid Anchors for Multi-View 3D Object Detection Michelle Adeline Junn Yong Loo Vishnu Monn Baskaran 57 0 0 25 Jun 2024
LW-DETR: A Transformer Replacement to YOLO for Real-Time Detection Qiang Chen Xiangbo Su Xinyu Zhang Jian Wang Jiahui Chen ... Shan Zhang Kun Yao Errui Ding Gang Zhang Jingdong Wang ViT 55 13 0 05 Jun 2024
SSGA-Net: Stepwise Spatial Global-local Aggregation Networks for for Autonomous Driving Yiming Cui Cheng Han Dongfang Liu 32 0 0 29 May 2024
Understanding differences in applying DETR to natural and medical images Yanqi Xu Yiqiu Shen C. Fernandez‐Granda Laura Heacock Krzysztof J. Geras MedIm 64 2 0 27 May 2024
Efficient Temporal Action Segmentation via Boundary-aware Query Voting Peiyao Wang Yuewei Lin Erik P. Blasch Jie Wei Haibin Ling 37 2 0 25 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 42 2 0 06 May 2024
Scene Adaptive Sparse Transformer for Event-based Object Detection Yansong Peng Hebei Li Yueyi Zhang Xiaoyan Sun Feng Wu ViT 46 13 0 02 Apr 2024
Sparse Semi-DETR: Sparse Learnable Queries for Semi-Supervised Object Detection Tahira Shehzadi K. Hashmi Didier Stricker Muhammad Zeshan Afzal 49 12 0 02 Apr 2024
Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering Refinement Xiuquan Hou Meiqin Liu Senlin Zhang Ping Wei Badong Chen 41 24 0 24 Mar 2024
SimPB: A Single Model for 2D and 3D Object Detection from Multiple Cameras Yingqi Tang Zhaotie Meng Guoliang Chen Erkang Cheng 3DPC 24 1 0 15 Mar 2024
Deployment Prior Injection for Run-time Calibratable Object Detection Mo Zhou Yiding Yang Haoxiang Li Vishal M. Patel Gang Hua 44 0 0 27 Feb 2024
DEYO: DETR with YOLO for End-to-End Object Detection Haodong Ouyang 23 7 0 26 Feb 2024
A Survey on Transformer Compression Yehui Tang Yunhe Wang Jianyuan Guo Zhijun Tu Kai Han Hailin Hu Dacheng Tao 37 28 0 05 Feb 2024
BAM-DETR: Boundary-Aligned Moment Detection Transformer for Temporal Sentence Grounding in Videos Pilhyeon Lee Hyeran Byun 19 10 0 30 Nov 2023
ClusterFormer: Clustering As A Universal Visual Learner James Liang Yiming Cui Qifan Wang Tong Geng Wenguan Wang Dongfang Liu VLM 37 8 0 22 Sep 2023
DEYOv3: DETR with YOLO for Real-time Object Detection Hao Ouyang ObjD 30 4 0 21 Sep 2023
ALWOD: Active Learning for Weakly-Supervised Object Detection Yuting Wang Velibor Ilic Jiatong Li B. Kisačanin Vladimir Pavlovic 28 8 0 14 Sep 2023
Self-Feedback DETR for Temporal Action Detection Jihwan Kim Miso Lee Jae-Pil Heo 45 17 0 21 Aug 2023
ASAG: Building Strong One-Decoder-Layer Sparse Detectors via Adaptive Sparse Anchor Generation Sheng-Hsiang Fu Junkai Yan Yipeng Gao Xiaohua Xie Wei-Shi Zheng 30 6 0 18 Aug 2023
Rethinking the Localization in Weakly Supervised Object Localization Rui Xu Yong Luo Han Hu Bo Du Jialie Shen Yonggang Wen WSOL 33 3 0 11 Aug 2023
Less is More: Focus Attention for Efficient DETR Dehua Zheng Wenhui Dong Hailin Hu Xinghao Chen Yunhe Wang 21 58 0 24 Jul 2023
Learning Dynamic Query Combinations for Transformer-based Object Detection and Segmentation Yiming Cui L. Yang Hai-ping Yu 32 8 0 23 Jul 2023
Cascade-DETR: Delving into High-Quality Universal Object Detection Mingqiao Ye Lei Ke Siyuan Li Yu-Wing Tai Chi-Keung Tang Martin Danelljan Feng Yu 55 34 0 20 Jul 2023
Box-DETR: Understanding and Boxing Conditional Spatial Queries Wenze Liu Hao Lu Yuliang Liu Zhiguo Cao ViT 31 2 0 17 Jul 2023
DEYOv2: Rank Feature with Greedy Matching for End-to-End Object Detection Hao Ouyang 39 4 0 15 Jun 2023
Revisiting Token Pruning for Object Detection and Instance Segmentation Yifei Liu Mathias Gehrig Nico Messikommer Marco Cannici Davide Scaramuzza ViT VLM 37 25 0 12 Jun 2023
Weakly Supervised Lesion Detection and Diagnosis for Breast Cancers with Partially Annotated Ultrasound Images Jian Wang Liang Qiao Shichong Zhou Jin Zhou Jun Wang Juncheng Li Shihui Ying Cai Chang Jun Shi 22 13 0 12 Jun 2023
Object Detection with Transformers: A Review Tahira Shehzadi K. Hashmi D. Stricker Muhammad Zeshan Afzal ViT MU 23 28 0 07 Jun 2023
Transformer-Based Visual Segmentation: A Survey Xiangtai Li Henghui Ding Haobo Yuan Wenwei Zhang Jiangmiao Pang Guangliang Cheng Kai-xiang Chen Ziwei Liu Chen Change Loy ViT MedIm 42 132 0 19 Apr 2023
DETRs Beat YOLOs on Real-time Object Detection Yian Zhao Wenyu Lv Shangliang Xu Jinman Wei Guanzhong Wang Qingqing Dang Yi Liu Cheng Cui 35 827 0 17 Apr 2023
Detection Transformer with Stable Matching Siyi Liu Tianhe Ren Jia-Yu Chen Zhaoyang Zeng Hao Zhang ... Hongyang Li Jun Huang Hang Su Jun Zhu Lei Zhang 30 34 0 10 Apr 2023
Devil's on the Edges: Selective Quad Attention for Scene Graph Generation Deunsol Jung Sanghyun Kim Wonhui Kim Minsu Cho 3DPC GNN 23 32 0 07 Apr 2023
CRN: Camera Radar Net for Accurate, Robust, Efficient 3D Perception Youngseok Kim Juyeb Shin Sanmin Kim In-Jae Lee Junwon Choi Dongsuk Kum 58 68 0 03 Apr 2023
Star-Net: Improving Single Image Desnowing Model With More Efficient Connection and Diverse Feature Interaction Jia-ju Mao Yuan Chang Xuesong Yin Binling Nie 38 1 0 17 Mar 2023
FAQ: Feature Aggregated Queries for Transformer-based Video Object Detectors Yiming Cui Linjie Yang ViT 27 15 0 15 Mar 2023
Lite DETR : An Interleaved Multi-Scale Encoder for Efficient DETR Feng Li Ailing Zeng Siyi Liu Hao Zhang Hongyang Li Lei Zhang L. Ni ViT 36 67 0 13 Mar 2023
Efficient Transformer-based 3D Object Detection with Dynamic Token Halting Mao Ye Gregory P. Meyer Yuning Chai Qiang Liu 32 8 0 09 Mar 2023