Towards Data-Efficient Detection Transformers

17 March 2022

Wen Wang

Jing Zhang

Yang Cao

Papers citing "Towards Data-Efficient Detection Transformers"

35 / 35 papers shown

Title
Archival Faces: Detection of Faces in Digitized Historical Documents Marek Vaško Adam Herout Michal Hradiš CVBM 65 0 0 01 Apr 2025
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism Zhixiong Nan Xianghong Li Jifeng Dai Tao Xiang 46 0 0 03 Mar 2025
FastTextSpotter: A High-Efficiency Transformer for Multilingual Scene Text Spotting Alloy Das Sanket Biswas Umapada Pal Josep Lladós Saumik Bhattacharya 57 2 0 27 Aug 2024
Fisher-aware Quantization for DETR Detectors with Critical-category Objectives Huanrui Yang Yafeng Huang Zhen Dong Denis A. Gudovskiy Tomoyuki Okuno Yohei Nakata Yuan Du Kurt Keutzer Shanghang Zhang MQ 49 0 0 03 Jul 2024
SamLP: A Customized Segment Anything Model for License Plate Detection Haoxuan Ding Junyuan Gao Yuan. Yuan Qi. Wang MLLM VLM 34 7 0 12 Jan 2024
Are Vision Transformers More Data Hungry Than Newborn Visual Systems? Lalit Pandey Samantha M. W. Wood Justin N. Wood 40 12 0 05 Dec 2023
A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers Matteo Bastico David Ryckelynck Laurent Corté Yannick Tillier Etienne Decencière MedIm ViT 34 2 0 09 Oct 2023
YOLOPose V2: Understanding and Improving Transformer-based 6D Pose Estimation Arul Selvam Periyasamy Arash A. Amini Vladimir Tsaturyan Sven Behnke ViT 30 16 0 21 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 F. I. F. Richard Yu 49 34 0 20 Jul 2023
Actor-agnostic Multi-label Action Recognition with Multi-modal Query Anindya Mondal Sauradip Nag J. Prada Xiatian Zhu Anjan Dutta 23 9 0 20 Jul 2023
MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets Siyi Du Nourhan Bayasi Ghassan Hamarneh Rafeef Garbi ViT 30 18 0 05 Jul 2023
RefSAM: Efficiently Adapting Segmenting Anything Model for Referring Video Object Segmentation Yonglin Li Jing Zhang Xiao Teng Long Lan VOS VLM 23 17 0 03 Jul 2023
DeepSolo++: Let Transformer Decoder with Explicit Points Solo for Multilingual Text Spotting Maoyuan Ye Jing Zhang Shanshan Zhao Juhua Liu Tongliang Liu Bo Du Dacheng Tao 43 2 0 31 May 2023
Thinking Twice: Clinical-Inspired Thyroid Ultrasound Lesion Detection Based on Feature Feedback Lingtao Wang Jianrui Ding Fenghe Tang C. Ning 33 1 0 24 May 2023
Deep Graph Reprogramming Yongcheng Jing Chongbin Yuan Li Ju Yiding Yang Xinchao Wang Dacheng Tao 79 35 0 28 Apr 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
StageInteractor: Query-based Object Detector with Cross-stage Interaction Yao Teng Haisong Liu Sheng Guo Limin Wang ObjD 34 8 0 11 Apr 2023
GLT-T++: Global-Local Transformer for 3D Siamese Tracking with Ranking Loss Jiahao Nie Zhiwei He Yuxiang Yang Xudong Lv Mingchen Gao Jing Zhang ViT 3DPC 39 7 0 01 Apr 2023
OmniForce: On Human-Centered, Large Model Empowered and Cloud-Edge Collaborative AutoML System Chao Xue Wei Liu Shunxing Xie Zhenfang Wang Jiaxing Li ... Shi-Yong Chen Yibing Zhan Jing Zhang Chaoyue Wang Dacheng Tao 40 2 0 01 Mar 2023
MS-DETR: Multispectral Pedestrian Detection Transformer with Loosely Coupled Fusion and Modality-Balanced Optimization Yinghui Xing Song Wang Shizhou Zhang Guoqiang Liang Xiuwei Zhang Yanning Zhang ViT 28 7 0 01 Feb 2023
Concealed Object Detection for Passive Millimeter-Wave Security Imaging Based on Task-Aligned Detection Transformer Cheng Guo Fei-hu Hu Yan Hu ViT 18 15 0 01 Dec 2022
GLT-T: Global-Local Transformer Voting for 3D Single Object Tracking in Point Clouds Jiahao Nie Zhiwei He Yuxiang Yang Mingyu Gao Jing Zhang 3DPC 15 39 0 20 Nov 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 32 26 0 24 Aug 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 26 182 0 26 Jul 2022
Transformer-based Context Condensation for Boosting Feature Pyramids in Object Detection Zhe Chen Jing Zhang Yufei Xu Dacheng Tao ViT 14 11 0 14 Jul 2022
DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in Transformer Maoyuan Ye Jing Zhang Shanshan Zhao Juhua Liu Bo Du Dacheng Tao ViT 42 73 0 10 Jul 2022
Big Learning Yulai Cong Miaoyun Zhao AI4CE 32 0 0 08 Jul 2022
Improving Transferability for Domain Adaptive Detection Transformers Kaixiong Gong Shuang Li Shugang Li Rui Zhang Chi Harold Liu Qiang Chen 54 34 0 29 Apr 2022
Dynamic Focus-aware Positional Queries for Semantic Segmentation Haoyu He Jianfei Cai Zizheng Pan Jing Liu Jing Zhang Dacheng Tao Bohan Zhuang 34 17 0 04 Apr 2022
Training Vision Transformers with Only 2040 Images Yunhao Cao Hao Yu Jianxin Wu ViT 110 42 0 26 Jan 2022
PolyphonicFormer: Unified Query Learning for Depth-aware Video Panoptic Segmentation Haobo Yuan Xiangtai Li Yibo Yang Guangliang Cheng Jing Zhang Yunhai Tong Lefei Zhang Dacheng Tao MDE 44 42 0 05 Dec 2021
Visformer: The Vision-friendly Transformer Zhengsu Chen Lingxi Xie Jianwei Niu Xuefeng Liu Longhui Wei Qi Tian ViT 120 209 0 26 Apr 2021
Transformer in Transformer Kai Han An Xiao Enhua Wu Jianyuan Guo Chunjing Xu Yunhe Wang ViT 284 1,524 0 27 Feb 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 277 3,623 0 24 Feb 2021
Conditional Convolutions for Instance Segmentation Zhi Tian Chunhua Shen Hao Chen ISeg 179 597 0 12 Mar 2020