Title
Dynamic Sparse R-CNN Qinghang Hong Fengming Liu Dong Li Ji Liu Lu Tian Yi Shan ObjD 31 28 0 04 May 2022
Fashionformer: A simple, Effective and Unified Baseline for Human Fashion Segmentation and Recognition Shilin Xu Xiangtai Li Jingbo Wang Guangliang Cheng Yunhai Tong Dacheng Tao ViT 23 27 0 10 Apr 2022
R(Det)^2: Randomized Decision Routing for Object Detection Yali Li Shengjin Wang ObjD 20 9 0 02 Apr 2022
AdaMixer: A Fast-Converging Query-Based Object Detector Ziteng Gao Limin Wang Bing Han Sheng Guo ObjD 39 105 0 30 Mar 2022
SIOD: Single Instance Annotated Per Category Per Image for Object Detection Hanjun Li Xingjia Pan Ke Yan Fan Tang Weihao Zheng 25 18 0 29 Mar 2022
Beyond Fixation: Dynamic Window Visual Transformer Pengzhen Ren Changlin Li Guangrun Wang Yun Xiao Qing Du Xiaodan Liang Qing Du Xiaodan Liang Xiaojun Chang ViT 28 32 0 24 Mar 2022
Sparse Instance Activation for Real-Time Instance Segmentation Tianheng Cheng Xinggang Wang Shaoyu Chen Wenqiang Zhang Qian Zhang Chang Huang Zhaoxiang Zhang Wenyu Liu ISeg 33 125 0 24 Mar 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 56 82 0 24 Mar 2022
Focal Modulation Networks Jianwei Yang Chunyuan Li Xiyang Dai Lu Yuan Jianfeng Gao 3DPC 33 263 0 22 Mar 2022
TransFusion: Robust LiDAR-Camera Fusion for 3D Object Detection with Transformers Xuyang Bai Zeyu Hu Xinge Zhu Qingqiu Huang Yilun Chen Hongbo Fu Chiew-Lan Tai ViT 3DPC 42 586 0 22 Mar 2022
SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text Recognition Mingxin Huang Yuliang Liu Zhenghao Peng Chongyu Liu Dahua Lin Shenggao Zhu N. Yuan Kai Ding Lianwen Jin ViT 21 98 0 19 Mar 2022
Towards Data-Efficient Detection Transformers Wen Wang Jing Zhang Yang Cao Yongliang Shen Dacheng Tao ViT 23 59 0 17 Mar 2022
Bi-directional Object-context Prioritization Learning for Saliency Ranking Xin Tian Ke Xu Xin Yang Lin Du Baocai Yin Rynson W. H. Lau 36 24 0 17 Mar 2022
CODA: A Real-World Road Corner Case Dataset for Object Detection in Autonomous Driving Kaican Li Kai Chen Haoyu Wang Lanqing Hong Chao Ye ... Chunjing Xu Dit-Yan Yeung Xiaodan Liang Zhenguo Li Hang Xu 34 97 0 15 Mar 2022
Progressive End-to-End Object Detection in Crowded Scenes Anlin Zheng Yuang Zhang Xinming Zhang Xiao Qi Jian Sun ObjD 19 60 0 15 Mar 2022
One-stage Video Instance Segmentation: From Frame-in Frame-out to Clip-in Clip-out Minghan Li Lei Zhang CLIP VLM 39 1 0 12 Mar 2022
Dynamic MLP for Fine-Grained Image Classification by Leveraging Geographical and Temporal Information Lingfeng Yang Xiang Li Renjie Song Borui Zhao J. Tao Shihao Zhou Jiajun Liang Jian Yang 26 37 0 07 Mar 2022
MetaFormer: A Unified Meta Framework for Fine-Grained Recognition Qishuai Diao Yi-Xin Jiang Bin Wen Jianxiang Sun Zehuan Yuan 39 60 0 05 Mar 2022
Efficient Video Instance Segmentation via Tracklet Query and Proposal Jialian Wu Sudhir Yarram Hui Liang Tian Lan Junsong Yuan J. Eledath Gérard Medioni 24 37 0 03 Mar 2022
ISDA: Position-Aware Instance Segmentation with Deformable Attention Kaining Ying Zhenhua Wang Cong Bai Pengfei Zhou ISeg 28 5 0 23 Feb 2022
Visual Attention Network Meng-Hao Guo Chengrou Lu Zheng-Ning Liu Ming-Ming Cheng Shiyong Hu ViT VLM 24 637 0 20 Feb 2022
Towards Weakly-Supervised Text Spotting using a Multi-Task Transformer Yair Kittenplon I. Lavi Sharon Fogel Yarin Bar R. Manmatha Pietro Perona ViT 18 53 0 11 Feb 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 161 728 0 28 Jan 2022
ImageSubject: A Large-scale Dataset for Subject Detection Xin Miao Jiayi Liu Huayan Wang J. Fu 16 0 0 09 Jan 2022
Language as Queries for Referring Video Object Segmentation Jiannan Wu Yi-Xin Jiang Pei Sun Zehuan Yuan Ping Luo 28 141 0 03 Jan 2022
An Empirical Study of Adder Neural Networks for Object Detection Xinghao Chen Chang Xu Minjing Dong Chunjing Xu Yunhe Wang 85 15 0 27 Dec 2021
SGTR: End-to-end Scene Graph Generation with Transformer Rongjie Li Songyang Zhang Xuming He ViT 47 114 0 24 Dec 2021
Contrastive Object Detection Using Knowledge Graph Embeddings Christopher Lang Alexander Braun Abhinav Valada 18 8 0 21 Dec 2021
MPViT: Multi-Path Vision Transformer for Dense Prediction Youngwan Lee Jonghee Kim Jeffrey Willette Sung Ju Hwang ViT 29 244 0 21 Dec 2021
A Simple Single-Scale Vision Transformer for Object Localization and Instance Segmentation Wuyang Chen Xianzhi Du Fan Yang Lucas Beyer Xiaohua Zhai ... Huizhong Chen Jing Li Xiaodan Song Zhangyang Wang Denny Zhou ViT 29 20 0 17 Dec 2021
Recurrent Glimpse-based Decoder for Detection with Transformer Zhe Chen Jing Zhang Dacheng Tao ViT 30 30 0 09 Dec 2021
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 47 42 0 05 Dec 2021
BoxeR: Box-Attention for 2D and 3D Transformers Duy-Kien Nguyen Jihong Ju Olaf Booji Martin R. Oswald Cees G. M. Snoek ViT 34 36 0 25 Nov 2021
Swin Transformer V2: Scaling Up Capacity and Resolution Ze Liu Han Hu Yutong Lin Zhuliang Yao Zhenda Xie ... Yue Cao Zheng-Wei Zhang Li Dong Furu Wei B. Guo ViT 79 1,754 0 18 Nov 2021
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 77 330 0 11 Nov 2021
ESOD:Edge-based Task Scheduling for Object Detection Yihao Wang Ling Gao J. Ren Rui Cao Hai Wang Jie Zheng Quanli Gao 27 0 0 20 Oct 2021
ByteTrack: Multi-Object Tracking by Associating Every Detection Box Yifu Zhang Pei Sun Yi-Xin Jiang Dongdong Yu Fucheng Weng Zehuan Yuan Ping Luo Wenyu Liu Xinggang Wang VOT 107 1,330 0 13 Oct 2021
Objects in Semantic Topology Shuo Yang Pei Sun Yi-Xin Jiang Xiaobo Xia Ruiheng Zhang Zehuan Yuan Changhu Wang Ping Luo Min Xu ObjD 89 29 0 06 Oct 2021
DARDet: A Dense Anchor-free Rotated Object Detector in Aerial Images Feng Zhang Xueying Wang Shilin Zhou Yingqian Wang 40 32 0 03 Oct 2021
Natural Language Video Localization with Learnable Moment Proposals Shaoning Xiao Long Chen Jian Shao Yueting Zhuang Jun Xiao 14 43 0 22 Sep 2021
Anchor DETR: Query Design for Transformer-Based Object Detection Yingming Wang Xinming Zhang Tong Yang Jian Sun ViT 16 53 0 15 Sep 2021
Discriminative Semantic Feature Pyramid Network with Guided Anchoring for Logo Detection Baisong Zhang Awudu Karim Jing Wang Sujuan Hou Qiang Hou Yuanjie Zheng Weikuan Jia 13 6 0 31 Aug 2021
Hire-MLP: Vision MLP via Hierarchical Rearrangement Jianyuan Guo Yehui Tang Kai Han Xinghao Chen Han Wu Chao Xu Chang Xu Yunhe Wang 46 105 0 30 Aug 2021
FoodLogoDet-1500: A Dataset for Large-Scale Food Logo Detection via Multi-Scale Feature Decoupling Network Qiang Hou Weiqing Min Jing Wang Sujuan Hou Yuanjie Zheng Shuqiang Jiang 28 23 0 10 Aug 2021
CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention Wenxiao Wang Lulian Yao Long Chen Binbin Lin Deng Cai Xiaofei He Wei Liu 34 258 0 31 Jul 2021
CycleMLP: A MLP-like Architecture for Dense Prediction Shoufa Chen Enze Xie Chongjian Ge Runjian Chen Ding Liang Ping Luo 33 231 0 21 Jul 2021
Focal Self-attention for Local-Global Interactions in Vision Transformers Jianwei Yang Chunyuan Li Pengchuan Zhang Xiyang Dai Bin Xiao Lu Yuan Jianfeng Gao ViT 42 428 0 01 Jul 2021
PVT v2: Improved Baselines with Pyramid Vision Transformer Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT AI4TS 50 1,615 0 25 Jun 2021
VinDr-SpineXR: A deep learning framework for spinal lesions detection and classification from radiographs Hieu T. Nguyen Hieu H. Pham N. T. Nguyen H. Nguyen T. Q. Huynh Minh Dao V. Vu MedIm 19 34 0 24 Jun 2021
Tracking Instances as Queries Shusheng Yang Yuxin Fang Xinggang Wang Yu Li Ying Shan Bin Feng Wenyu Liu 30 10 0 22 Jun 2021