Title
ContrastMask: Contrastive Learning to Segment Every Thing Xuehui Wang Kai Zhao Ruixin Zhang Shouhong Ding Yan Wang Wei Shen ISeg 31 34 0 18 Mar 2022
RecursiveMix: Mixed Learning with History Lingfeng Yang Xiang Li Borui Zhao Renjie Song Jian Yang VLM 29 18 0 14 Mar 2022
Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs Xiaohan Ding Xinming Zhang Yi Zhou Jungong Han Guiguang Ding Jian Sun VLM 49 528 0 13 Mar 2022
Deformable VisTR: Spatio temporal deformable attention for video instance segmentation Sudhir Yarram Jialian Wu Pan Ji Yi Tian Xu Junsong Yuan ViT 22 2 0 12 Mar 2022
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection Hao Zhang Feng Li Shilong Liu Lei Zhang Hang Su Jun Zhu L. Ni H. Shum ViT 74 1,376 0 07 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
DN-DETR: Accelerate DETR Training by Introducing Query DeNoising Feng Li Hao Zhang Shi-guang Liu Jian Guo L. Ni Lei Zhang ViT 67 648 0 02 Mar 2022
FreeSOLO: Learning to Segment Objects without Annotations Xinlong Wang Zhiding Yu Shalini De Mello Jan Kautz Anima Anandkumar Chunhua Shen J. Álvarez ISeg SSeg 37 112 0 24 Feb 2022
ISDA: Position-Aware Instance Segmentation with Deformable Attention Kaining Ying Zhenhua Wang Cong Bai Pengfei Zhou ISeg 28 5 0 23 Feb 2022
SCR: Smooth Contour Regression with Geometric Priors Gaétan Bahl Lionel Daniel Florent Lafarge 16 1 0 08 Feb 2022
Equalized Focal Loss for Dense Long-Tailed Object Detection Bo-wen Li Yongqiang Yao Jingru Tan Gang Zhang F. Yu Jianwei Lu Ye Luo 39 96 0 07 Jan 2022
Language as Queries for Referring Video Object Segmentation Jiannan Wu Yi-Xin Jiang Pei Sun Zehuan Yuan Ping Luo 31 141 0 03 Jan 2022
3D Instance Segmentation of MVS Buildings Jiazhou Chen Yanghui Xu Shufang Lu Ronghua Liang Liangliang Nan ISeg 3DV 27 23 0 18 Dec 2021
Recurrent Glimpse-based Decoder for Detection with Transformer Zhe Chen Jing Zhang Dacheng Tao ViT 30 30 0 09 Dec 2021
Grounded Language-Image Pre-training Liunian Harold Li Pengchuan Zhang Haotian Zhang Jianwei Yang Chunyuan Li ... Lu Yuan Lei Zhang Lei Li Kai-Wei Chang Jianfeng Gao ObjD VLM 31 1,020 0 07 Dec 2021
Masked-attention Mask Transformer for Universal Image Segmentation Bowen Cheng Ishan Misra A. Schwing Alexander Kirillov Rohit Girdhar ISeg 135 2,275 0 02 Dec 2021
MViTv2: Improved Multiscale Vision Transformers for Classification and Detection Yanghao Li Chaoxia Wu Haoqi Fan K. Mangalam Bo Xiong Jitendra Malik Christoph Feichtenhofer ViT 75 678 0 02 Dec 2021
The Second Place Solution for ICCV2021 VIPriors Instance Segmentation Challenge Bo Yan Fengliang Qi Leilei Cao Hongbin Wang ISeg 21 1 0 02 Dec 2021
Mask Transfiner for High-Quality Instance Segmentation Lei Ke Martin Danelljan Xia Li Yu-Wing Tai Chi-Keung Tang Feng Yu ISeg 27 113 0 26 Nov 2021
Benchmarking Detection Transfer Learning with Vision Transformers Yanghao Li Saining Xie Xinlei Chen Piotr Dollar Kaiming He Ross B. Girshick 20 165 0 22 Nov 2021
Learning to Aggregate Multi-Scale Context for Instance Segmentation in Remote Sensing Images Ye Liu Huifang Li Chao Hu Shuang Luo Yan Luo Changrui Chen ISeg 27 37 0 22 Nov 2021
SimMIM: A Simple Framework for Masked Image Modeling Zhenda Xie Zheng-Wei Zhang Yue Cao Yutong Lin Jianmin Bao Zhuliang Yao Qi Dai Han Hu 78 1,309 0 18 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 85 1,754 0 18 Nov 2021
Segmentation of Multiple Myeloma Plasma Cells in Microscopy Images with Noisy Labels Álvaro García-Faura Dejan Štepec Tomaz Martincic D. Skočaj 19 8 0 08 Nov 2021
LVIS Challenge Track Technical Report 1st Place Solution: Distribution Balanced and Boundary Refinement for Large Vocabulary Instance Segmentation Weifu Fu Congchong Nie Ting Sun Jun Liu Tianliang Zhang Yong Liu ISeg 36 5 0 04 Nov 2021
Boundary Distribution Estimation for Precise Object Detection Peng Zhi Haoran Zhou Hang Huang Rui Zhao Wei Wang Qingguo Zhou 21 0 0 02 Nov 2021
Alpha-IoU: A Family of Power Intersection over Union Losses for Bounding Box Regression Jiabo He S. Erfani Xingjun Ma James Bailey Ying Chi Xiansheng Hua 39 248 0 26 Oct 2021
RCNet: Reverse Feature Pyramid and Cross-scale Shift Network for Object Detection Zhuofan Zong Qianggang Cao B. Leng ObjD 38 13 0 23 Oct 2021
Video Instance Segmentation by Instance Flow Assembly Xiang Li Jinglu Wang Xiao Li Yan Lu VOS 27 15 0 20 Oct 2021
MPSN: Motion-aware Pseudo Siamese Network for Indoor Video Head Detection in Buildings Kailai Sun Xiaoteng Ma Peng Liu Qianchuan Zhao 3DPC AAML 25 11 0 07 Oct 2021
Transformer Assisted Convolutional Network for Cell Instance Segmentation Deepanshu Pandey Pradyumna Gupta Sumit K. Bhattacharya Aman Sinha Rohit Agarwal ViT MedIm 21 3 0 05 Oct 2021
RSDet++: Point-based Modulated Loss for More Accurate Rotated Object Detection W. Qian Xue Yang Silong Peng Junchi Yan Xiujuan Zhang 49 41 0 24 Sep 2021
Unseen Object Amodal Instance Segmentation via Hierarchical Occlusion Modeling S. Back Joosoon Lee Taewon Kim Sangjun Noh Raeyoung Kang Seongho Bak Kyoobin Lee 42 67 0 23 Sep 2021
Mutual Supervision for Dense Object Detection Ziteng Gao Limin Wang Gangshan Wu 61 29 0 13 Sep 2021
FOVEA: Foveated Image Magnification for Autonomous Navigation Chittesh Thavamani Mengtian Li N. Cebron Deva Ramanan 33 32 0 27 Aug 2021
G-DetKD: Towards General Distillation Framework for Object Detectors via Contrastive and Semantic-guided Feature Imitation Lewei Yao Renjie Pi Hang Xu Wei Zhang Zhenguo Li Tong Zhang 37 34 0 17 Aug 2021
Reference-based Defect Detection Network Zhaoyang Zeng Bei Liu Jianlong Fu Hongyang Chao ObjD 26 33 0 10 Aug 2021
Rank & Sort Loss for Object Detection and Instance Segmentation Kemal Oksuz Baris Can Cam Emre Akbas Sinan Kalkan 32 42 0 24 Jul 2021
SE-PSNet: Silhouette-based Enhancement Feature for Panoptic Segmentation Network Shuo-En Chang Yi-Cheng Yang Enai Lin Pei-Yung Hsiao L. Fu SSeg ISeg 11 5 0 11 Jul 2021
Instance-Level Relative Saliency Ranking with Graph Reasoning Nian Liu Long Li Wangbo Zhao Junwei Han Ling Shao 30 27 0 08 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 47 428 0 01 Jul 2021
CBNet: A Composite Backbone Network Architecture for Object Detection Tingting Liang Xiao Chu Yudong Liu Yongtao Wang Zhi Tang Wei Chu Jingdong Chen Haibin Ling ObjD 15 161 0 01 Jul 2021
Simple Training Strategies and Model Scaling for Object Detection Xianzhi Du Barret Zoph Wei-Chih Hung Nayeon Lee ObjD 33 40 0 30 Jun 2021
K-Net: Towards Unified Image Segmentation Wenwei Zhang Jiangmiao Pang Kai-xiang Chen Chen Change Loy ISeg 32 358 0 28 Jun 2021
Recent Advances in Fibrosis and Scar Segmentation from Cardiac MRI: A State-of-the-Art Review and Future Perspectives Yinzhe Wu Zeyu Tang Binghuan Li D. Firmin Guang Yang 27 40 0 28 Jun 2021
A More Compact Object Detector Head Network with Feature Enhancement and Relational Reasoning Wen Zhang Chong Fu Xiang shi Chang T. Zhao Xiang Li Chiu-Wing Sham ObjD 31 14 0 28 Jun 2021
FusionPainting: Multimodal Fusion with Adaptive Attention for 3D Object Detection Shaoqing Xu Dingfu Zhou Jin Fang Junbo Yin Bin Zhou Liangjun Zhang 3DPC 36 154 0 23 Jun 2021
Real-time Instance Segmentation with Discriminative Orientation Maps Wentao Du Z. Xiang Shuya Chen Chengyu Qiao Yiman Chen Tingming Bai ISeg 22 19 0 23 Jun 2021
MSN: Efficient Online Mask Selection Network for Video Instance Segmentation Vidit Goel Jiachen Li Shubhika Garg Harsh Maheshwari Humphrey Shi 19 7 0 19 Jun 2021
DeepLab2: A TensorFlow Library for Deep Labeling Mark Weber Huiyu Wang Siyuan Qiao Jun Xie Maxwell D. Collins ... Laura Leal-Taixe Alan Yuille Florian Schroff Hartwig Adam Liang-Chieh Chen VLM 27 45 0 17 Jun 2021