Title
TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation Wenqiang Zhang Zilong Huang Guozhong Luo Tao Chen Xinggang Wang Wenyu Liu Gang Yu Chunhua Shen ViT 22 199 0 12 Apr 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
S4OD: Semi-Supervised learning for Single-Stage Object Detection Yueming Zhang Xingxu Yao Chao-Jung Liu F. Chen Xiaolin Song Tengfei Xing Runbo Hu Hua Chai Pengfei Xu Guoshan Zhang ObjD 36 7 0 09 Apr 2022
Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification Yanan Wang Xuezhi Liang Tianran Ouyang DiffM 24 24 0 06 Apr 2022
Online Convolutional Re-parameterization Mu Hu Junyi Feng Jiashen Hua Baisheng Lai Jianqiang Huang Xiaojin Gong Xiansheng Hua 19 26 0 02 Apr 2022
R(Det)^2: Randomized Decision Routing for Object Detection Yali Li Shengjin Wang ObjD 20 9 0 02 Apr 2022
Unitail: Detecting, Reading, and Matching in Retail Scene Fangyi Chen Han Zhang Zaiwang Li Jiachen Dou Shentong Mo Hao Chen Yongxin Zhang Uzair Ahmed Chenchen Zhu Marios Savvides 24 9 0 01 Apr 2022
Logit Normalization for Long-tail Object Detection Liang Zhao Yao Teng Limin Wang 26 10 0 31 Mar 2022
Human Instance Segmentation and Tracking via Data Association and Single-stage Detector Lu Cheng Mingde Zhao 28 0 0 31 Mar 2022
To Find Waldo You Need Contextual Cues: Debiasing Who's Waldo Yiran Luo Pratyay Banerjee Tejas Gokhale Yezhou Yang Chitta Baral 21 4 0 30 Mar 2022
AdaMixer: A Fast-Converging Query-Based Object Detector Ziteng Gao Limin Wang Bing Han Sheng Guo ObjD 30 105 0 30 Mar 2022
Brain-inspired Multilayer Perceptron with Spiking Neurons Wenshuo Li Hanting Chen Jianyuan Guo Ziyang Zhang Yunhe Wang 30 35 0 28 Mar 2022
Noisy Boundaries: Lemon or Lemonade for Semi-supervised Instance Segmentation? Zhenyu Wang Yali Li Shengjin Wang ISeg 16 29 0 25 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 40 40 0 24 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
ScalableViT: Rethinking the Context-oriented Generalization of Vision Transformer Rui Yang Hailong Ma Jie Wu Yansong Tang Xuefeng Xiao Min Zheng Xiu Li ViT 19 53 0 21 Mar 2022
Open-Vocabulary One-Stage Detection with Hierarchical Visual-Language Knowledge Distillation Zongyang Ma Guan Luo Jin Gao Liang Li Yuxin Chen Shaoru Wang Congxuan Zhang Weiming Hu VLM ObjD 84 81 0 20 Mar 2022
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
A Dual Weighting Label Assignment Scheme for Object Detection Shuai Li Chenhang He Ruihuang Li Lei Zhang 22 79 0 18 Mar 2022
Object Localization under Single Coarse Point Supervision Xuehui Yu Pengfei Chen Di Wu Najmul Hassan Guorong Li Junchi Yan Humphrey Shi QiXiang Ye Zhenjun Han 3DPC 18 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 32 97 0 15 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
Evaluation of YOLO Models with Sliced Inference for Small Object Detection Muhammed Can Keles Batuhan Salmanoglu M. Güzel Baran Gursoy Gazi Erkan Bostancı ObjD 21 11 0 09 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 56 1,375 0 07 Mar 2022
F2DNet: Fast Focal Detection Network for Pedestrian Detection Abdul Hannan Khan Mohsin Munir L. V. Elst Andreas Dengel ObjD 19 24 0 04 Mar 2022
ISDA: Position-Aware Instance Segmentation with Deformable Attention Kaining Ying Zhenhua Wang Cong Bai Pengfei Zhou ISeg 20 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
Anomalib: A Deep Learning Library for Anomaly Detection S. Akçay Dick Ameln Ashwin Vaidya B. Lakshmanan Nilesh A. Ahuja Ergin Utku Genc 30 108 0 16 Feb 2022
Context-Preserving Instance-Level Augmentation and Deformable Convolution Networks for SAR Ship Detection Taeyong Song Sunok Kim SungTai Kim Jaeseok Lee Kwanghoon Sohn 16 6 0 14 Feb 2022
Mixing and Shifting: Exploiting Global and Local Dependencies in Vision MLPs Huangjie Zheng Pengcheng He Weizhu Chen Mingyuan Zhou 22 14 0 14 Feb 2022
A.I. and Data-Driven Mobility at Volkswagen Financial Services AG Shayan Jawed Mofassir ul Islam Arif Ahmed Rashed Kiran Madhusudhanan Shereen Elsayed ... A. Volk Andre Hintsches Marlies Kornfeld Katrin Lange Lars Schmidt-Thieme 12 1 0 09 Feb 2022
Binary Neural Networks as a general-propose compute paradigm for on-device computer vision Guhong Nie Lirui Xiao Menglong Zhu Dongliang Chu Yue-Hong Shen Peng Li Kan Yang Li Du Bo Chen Dji Innovations Inc MQ 34 5 0 08 Feb 2022
Field-of-View IoU for Object Detection in 360° Images Miao Cao Satoshi Ikehata Kiyoharu Aizawa 17 15 0 07 Feb 2022
The KFIoU Loss for Rotated Object Detection Xue Yang Yue Zhou Gefan Zhang Jitui Yang Wentao Wang Junchi Yan Xiaopeng Zhang Q. Tian 71 164 0 29 Jan 2022
UniFormer: Unifying Convolution and Self-attention for Visual Recognition Kunchang Li Yali Wang Junhao Zhang Peng Gao Guanglu Song Yu Liu Hongsheng Li Yu Qiao ViT 156 360 0 24 Jan 2022
Attentional Feature Refinement and Alignment Network for Aircraft Detection in SAR Imagery Yan Zhao Lingjun Zhao Zhongkang Liu Dewen Hu Gangyao Kuang Li Liu 25 30 0 18 Jan 2022
A ConvNet for the 2020s Zhuang Liu Hanzi Mao Chaozheng Wu Christoph Feichtenhofer Trevor Darrell Saining Xie ViT 42 4,980 0 10 Jan 2022
GhostNets on Heterogeneous Devices via Cheap Operations Kai Han Yunhe Wang Chang Xu Jianyuan Guo Chunjing Xu Enhua Wu Qi Tian 19 102 0 10 Jan 2022
Relieving Long-tailed Instance Segmentation via Pairwise Class Balance Yin-Yin He Peizhen Zhang Xiu-Shen Wei Xinming Zhang Jian Sun ISeg 29 24 0 08 Jan 2022
PyramidTNT: Improved Transformer-in-Transformer Baselines with Pyramid Architecture Kai Han Jianyuan Guo Yehui Tang Yunhe Wang ViT 31 22 0 04 Jan 2022
GAT-CADNet: Graph Attention Network for Panoptic Symbol Spotting in CAD Drawings Zhaohua Zheng Jianfang Li Lingjie Zhu Honghua Li F. Petzold Ping Tan 15 14 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
ELSA: Enhanced Local Self-Attention for Vision Transformer Jingkai Zhou Pichao Wang Fan Wang Qiong Liu Hao Li Rong Jin ViT 34 37 0 23 Dec 2021
DRPN: Making CNN Dynamically Handle Scale Variation Jingchao Peng Haitao Zhao Zhengwei Hu Zhuang Yi Bofan Wang 19 7 0 21 Dec 2021
Lite Vision Transformer with Enhanced Self-Attention Chenglin Yang Yilin Wang Jianming Zhang He Zhang Zijun Wei Zhe-nan Lin Alan Yuille ViT 21 112 0 20 Dec 2021
Slot-VPS: Object-centric Representation Learning for Video Panoptic Segmentation Yi Zhou Hui Zhang Hana Lee Shuyang Sun Pingjun Li Yangguang Zhu ByungIn Yoo Xiaojuan Qi Jae-Joon Han VOS 30 26 0 16 Dec 2021
Towards General and Efficient Active Learning Yichen Xie M. Tomizuka Wei Zhan VLM 35 10 0 15 Dec 2021
Embracing Single Stride 3D Object Detector with Sparse Transformer Lue Fan Ziqi Pang Tianyuan Zhang Yu-xiong Wang Hang Zhao Feng Wang Naiyan Wang Zhaoxiang Zhang ViT 27 255 0 13 Dec 2021
BA-Net: Bridge Attention for Deep Convolutional Neural Networks Yue Zhao Junzhou Chen Zirui Zhang Ronghui Zhang 12 17 0 08 Dec 2021