Rethinking Transformer-based Set Prediction for Object Detection

21 November 2020

Papers citing "Rethinking Transformer-based Set Prediction for Object Detection"

50 / 151 papers shown

Title
StageInteractor: Query-based Object Detector with Cross-stage Interaction Yao Teng Haisong Liu Sheng Guo Limin Wang ObjD 34 8 0 11 Apr 2023
Continual Detection Transformer for Incremental Object Detection Yaoyao Liu Bernt Schiele Andrea Vedaldi Christian Rupprecht CLL 18 52 0 06 Apr 2023
DIR-AS: Decoupling Individual Identification and Temporal Reasoning for Action Segmentation Peiyao Wang Haibin Ling 15 2 0 04 Apr 2023
Robust Table Structure Recognition with Dynamic Queries Enhanced Detection Transformer Jiawei Wang Weihong Lin Chixiang Ma Mingze Li Zhengmao Sun Lei-huan Sun Qiang Huo LMTD 32 14 0 21 Mar 2023
Radio astronomical images object detection and segmentation: A benchmark on deep learning methods Renato Sortino D. Magro G. Fiameni E. Sciacca S. Riggi ... A. Hopkins F. Bufano F. Schillirò C. Bordiu C. Pino 28 8 0 08 Mar 2023
FeatAug-DETR: Enriching One-to-Many Matching for DETRs with Feature Augmentation Rongyao Fang Peng Gao Aojun Zhou Yingjie Cai Si Liu Jifeng Dai Hongsheng Li ViT 53 10 0 02 Mar 2023
Oriented Object Detection in Optical Remote Sensing Images using Deep Learning: A Survey Kunlin Wang Zi Wang Zhang Li Ang Su Xichao Teng Minhao Liu Qifeng Yu Qifeng Yu ObjD 89 8 0 21 Feb 2023
Raw or Cooked? Object Detection on RAW Images William Ljungbergh Joakim Johnander Christoffer Petersson M. Felsberg 16 17 0 21 Jan 2023
Towards Robust Video Instance Segmentation with Temporal-Aware Transformer Zhenghao Zhang Fang Shao Zuozhuo Dai Siyu Zhu ViT 17 1 0 20 Jan 2023
Correlation Loss: Enforcing Correlation between Classification and Localization Fehmi Kahraman Kemal Oksuz Sinan Kalkan Emre Akbas 31 4 0 03 Jan 2023
NMS Strikes Back Jeffrey Ouyang-Zhang Jang Hyun Cho Xingyi Zhou Philipp Krahenbuhl 35 38 0 12 Dec 2022
Focal-PETR: Embracing Foreground for Efficient Multi-Camera 3D Object Detection Shih-Ping Wang Xiaohui Jiang Ying Li 3DPC 35 18 0 11 Dec 2022
3DPPE: 3D Point Positional Encoding for Multi-Camera 3D Object Detection Transformers Changyong Shu Jiajun Deng F. I. F. Richard Yu Yifan Liu 3DPC 23 10 0 27 Nov 2022
Mean Shift Mask Transformer for Unseen Object Instance Segmentation Ya Lu Yuqiao Chen Nicholas Ruozzi Yu Xiang 18 23 0 21 Nov 2022
Rethinking Batch Sample Relationships for Data Representation: A Batch-Graph Transformer based Approach Xixi Wang Bowei Jiang Tianlin Li Bin Luo ViT 28 5 0 19 Nov 2022
Detect Only What You Specify : Object Detection with Linguistic Target Moyuru Yamada ObjD VLM 25 0 0 18 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 42 5 0 15 Nov 2022
DEYO: DETR with YOLO for Step-by-Step Object Detection Hao Ouyang 30 7 0 12 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 42 14 0 03 Nov 2022
Pair DETR: Contrastive Learning Speeds Up DETR Training M. Iranmanesh Xiaotong Chen Kuo-Chin Lien ViT 21 0 0 29 Oct 2022
End-to-End Entity Detection with Proposer and Regressor Xueru Wen Changjian Zhou Haotian Tang Luguang Liang Yu-Gang Jiang Hong Qi 3DV 24 1 0 19 Oct 2022
Attention Distillation: self-supervised vision transformer students need more guidance Kai Wang Fei Yang Joost van de Weijer ViT 22 16 0 03 Oct 2022
Obj2Seq: Formatting Objects as Sequences with Class Prompt for Visual Tasks Zhiyang Chen Yousong Zhu Zhaowen Li Fan Yang Wei Li ... Chaoyang Zhao Liwei Wu Rui Zhao Jinqiao Wang Ming Tang VLM VOS 70 15 0 28 Sep 2022
AcroFOD: An Adaptive Method for Cross-domain Few-shot Object Detection Yipeng Gao Lingxiao Yang Yunmu Huang Song Xie Shiyong Li Weihao Zheng ObjD 53 26 0 22 Sep 2022
IoU-Enhanced Attention for End-to-End Task Specific Object Detection Jing Zhao Shengjian Wu Li Sun Qingli Li 33 6 0 21 Sep 2022
Transformer-CNN Cohort: Semi-supervised Semantic Segmentation by the Best of Both Students Xueye Zheng Yuan Luo Hao Wang Chong Fu Lin Wang ViT 41 18 0 06 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 32 26 0 24 Aug 2022
A Simple Baseline for Multi-Camera 3D Object Detection Yunpeng Zhang Wenzhao Zheng Zhengbiao Zhu Guan Huang Jie Zhou Jiwen Lu 3DPC 16 19 0 22 Aug 2022
Multi-scale Feature Aggregation for Crowd Counting Xiaoheng Jiang Xinyi Wu Hisham Cholakkal Rao Muhammad Anwer Jiale Xu Bing Zhou Yanwei Pang F. Khan 8 1 0 10 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 26 34 0 09 Aug 2022
Re-Attention Transformer for Weakly Supervised Object Localization Hui Su Yue Ye Zhiwei Chen Min-Gyoo Song Lechao Cheng WSOL 28 14 0 03 Aug 2022
Making the Best of Both Worlds: A Domain-Oriented Transformer for Unsupervised Domain Adaptation Wen-hui Ma Jinming Zhang Shuang Li Chi Harold Liu Yulin Wang Wei Li 23 14 0 02 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 41 20 0 28 Jul 2022
AvatarPoser: Articulated Full-Body Pose Tracking from Sparse Motion Sensing Jiaxi Jiang Paul Streli Huajian Qiu A. Fender Larissa Laich Patrick Snape Christian Holz 11 107 0 27 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 46 120 0 26 Jul 2022
Conditional DETR V2: Efficient Detection Transformer with Box Queries Xiaokang Chen Fangyun Wei Gang Zeng Jingdong Wang ViT 27 33 0 18 Jul 2022
Hunting Group Clues with Transformers for Social Group Activity Recognition Masato Tamura Rahul Vishwakarma Ravigopal Vennelakanti 30 23 0 12 Jul 2022
SAViR-T: Spatially Attentive Visual Reasoning with Transformers Pritish Sahu Kalliopi Basioti Vladimir Pavlovic LRM 16 15 0 18 Jun 2022
Efficient Decoder-free Object Detection with Transformers Peixian Chen Mengdan Zhang Yunhang Shen Kekai Sheng Yuting Gao Xing Sun Ke Li Chunhua Shen ViT 41 16 0 14 Jun 2022
Featurized Query R-CNN Wenqiang Zhang Tianheng Cheng Xinggang Wang Shaoyu Chen Qian Zhang Wenyu Liu ObjD 21 5 0 13 Jun 2022
VITA: Video Instance Segmentation via Object Token Association Miran Heo Sukjun Hwang Seoung Wug Oh Joon-Young Lee Seon Joo Kim VOS 23 88 0 09 Jun 2022
What Are Expected Queries in End-to-End Object Detection? Shilong Zhang Xinjiang Wang Jiaqi Wang Jiangmiao Pang Kai-xiang Chen 19 5 0 02 Jun 2022
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives Jun Li Junyu Chen Yucheng Tang Ce Wang Bennett A. Landman S. K. Zhou ViT OOD MedIm 21 20 0 02 Jun 2022
Dual Cross-Attention Learning for Fine-Grained Visual Categorization and Object Re-Identification Haowei Zhu Wenjing Ke Dong Li Ji Liu Lu Tian Yi Shan 29 134 0 04 May 2022
Dynamic Sparse R-CNN Qinghang Hong Fengming Liu Dong Li Ji Liu Lu Tian Yi Shan ObjD 31 28 0 04 May 2022
Improving Vision Transformers by Revisiting High-frequency Components Jiawang Bai Liuliang Yuan Shutao Xia Shuicheng Yan Zhifeng Li Wei Liu ViT 14 90 0 03 Apr 2022
R(Det)^2: Randomized Decision Routing for Object Detection Yali Li Shengjin Wang ObjD 20 9 0 02 Apr 2022
Few Could Be Better Than All: Feature Sampling and Grouping for Scene Text Detection J. Tang Wenqing Zhang Hong-yi Liu Mingkun Yang Bo Jiang Guan-Nan Hu Xiang Bai ViT 11 46 0 29 Mar 2022
Global Tracking Transformers Xingyi Zhou Tianwei Yin V. Koltun Philipp Krahenbuhl VOT 24 133 0 24 Mar 2022
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training Likun Cai Zhi-Li Zhang Yi Zhu Li Zhang Mu Li Xiangyang Xue VLM ObjD 37 40 0 24 Mar 2022