Title
From One to Many: Dynamic Cross Attention Networks for LiDAR and Camera Fusion Rui Wan Shuangjie Xu Wei Wu Xiaoyi Zou Tongyi Cao 3DPC 17 4 0 25 Sep 2022
Dynamic Graph Message Passing Networks for Visual Recognition Li Zhang Mohan Chen Anurag Arnab Xiangyang Xue Philip H. S. Torr GNN 29 1 0 20 Sep 2022
Graph Reasoning Transformer for Image Parsing Dong Zhang Jinhui Tang Kwang-Ting Cheng ViT 24 16 0 20 Sep 2022
TODE-Trans: Transparent Object Depth Estimation with Transformer Kan Chen Shaochen Wang Beihao Xia Dongxu Li Zheng Kan Bin Li ViT 19 15 0 18 Sep 2022
PPT: token-Pruned Pose Transformer for monocular and multi-view human pose estimation Haoyu Ma Zhe Wang Yifei Chen Deying Kong Liangjian Chen Xingwei Liu Xiangyi Yan Hao Tang Xiaohui Xie ViT 35 47 0 16 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 36 17 0 06 Sep 2022
Unified Fully and Timestamp Supervised Temporal Action Segmentation via Sequence to Sequence Translation Nadine Behrmann S. Golestaneh Zico Kolter Juergen Gall M. Noroozi 22 72 0 01 Sep 2022
SIM-Trans: Structure Information Modeling Transformer for Fine-grained Visual Categorization H. Sun Xiangteng He Yuxin Peng ViT 30 77 0 31 Aug 2022
An Access Control Method with Secret Key for Semantic Segmentation Models Teru Nagamori Ryota Iijima Hitoshi Kiya 24 0 0 28 Aug 2022
Improved Image Classification with Token Fusion Keong-Hun Choi Jin-Woo Kim Yaolong Wang J. Ha ViT 19 0 0 19 Aug 2022
PECAN: A Product-Quantized Content Addressable Memory Network Jie Ran R. Lin Jason Chun Lok Li Jiajun Zhou Ngai Wong MQ 46 7 0 13 Aug 2022
TransPillars: Coarse-to-Fine Aggregation for Multi-Frame 3D Object Detection Zhipeng Luo Gongjie Zhang Changqing Zhou Ti Liu Shijian Lu Liang Pan 3DPC ViT 48 9 0 04 Aug 2022
DropKey Bonan Li Yinhan Hu Xuecheng Nie Congying Han Xiangjian Jiang Tiande Guo Luoqi Liu 15 11 0 04 Aug 2022
MVSFormer: Multi-View Stereo by Learning Robust Image Features and Temperature-based Depth Chenjie Cao Xinlin Ren Yanwei Fu 26 46 0 04 Aug 2022
SSformer: A Lightweight Transformer for Semantic Segmentation W. Shi Jing Xu Pan Gao ViT 4 33 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 15 14 0 02 Aug 2022
Cross Attention Based Style Distribution for Controllable Person Image Synthesis Xinyue Zhou M. Yin Xinyuan Chen Li Sun Changxin Gao Qingli Li DiffM 14 54 0 01 Aug 2022
Local Perception-Aware Transformer for Aerial Tracking Changhong Fu Wei Peng Sihang Li Junjie Ye Ziang Cao 28 8 0 01 Aug 2022
Doubly Deformable Aggregation of Covariance Matrices for Few-shot Segmentation Zhitong Xiong Haopeng Li Xiao Xiang Zhu 35 35 0 30 Jul 2022
ScaleFormer: Revisiting the Transformer-based Backbones from a Scale-wise Perspective for Medical Image Segmentation Huimin Huang Shiao Xie Lanfen Lin Yutaro Iwamoto X. Han Yen-Wei Chen Ruofeng Tong ViT MedIm 21 45 0 29 Jul 2022
Jigsaw-ViT: Learning Jigsaw Puzzles in Vision Transformer Yingyi Chen Xiaoke Shen Yahui Liu Qinghua Tao Johan A. K. Suykens AAML ViT 23 22 0 25 Jul 2022
Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation Jiaming Zhang Kailun Yang Haowen Shi Simon Reiß Kunyu Peng Chaoxiang Ma Haodong Fu Philip H. S. Torr Kaiwei Wang Rainer Stiefelhagen ViT MDE 31 35 0 25 Jul 2022
Improved Super Resolution of MR Images Using CNNs and Vision Transformers Dwarikanath Mahapatra SupR ViT MedIm 24 5 0 24 Jul 2022
High-Resolution Swin Transformer for Automatic Medical Image Segmentation Chen Wei Shenghan Ren Kaitai Guo Haihong Hu Jimin Liang ViT OOD MedIm 17 36 0 23 Jul 2022
FADE: Fusing the Assets of Decoder and Encoder for Task-Agnostic Upsampling Hao Lu Wenze Liu Hongtao Fu Z. Cao DiffM 13 25 0 21 Jul 2022
Vision Transformers: From Semantic Segmentation to Dense Prediction Li Zhang Jiachen Lu Sixiao Zheng Xinxuan Zhao Xiatian Zhu Yanwei Fu Tao Xiang Jianfeng Feng Philip H. S. Torr ViT 24 7 0 19 Jul 2022
ML-BPM: Multi-teacher Learning with Bidirectional Photometric Mixing for Open Compound Domain Adaptation in Semantic Segmentation Fei Pan S. Hur Seokju Lee Junsik Kim In So Kweon 35 11 0 19 Jul 2022
TokenMix: Rethinking Image Mixing for Data Augmentation in Vision Transformers Jihao Liu B. Liu Hang Zhou Hongsheng Li Yu Liu ViT 15 66 0 18 Jul 2022
Defect Transformer: An Efficient Hybrid Transformer Architecture for Surface Defect Detection Junpu Wang Guili Xu Fuju Yan Jinjin Wang Zhengsheng Wang ViT MedIm 21 66 0 17 Jul 2022
IDET: Iterative Difference-Enhanced Transformers for High-Quality Change Detection Qingle Guo Ruofei Wang Rui Huang Wei Fan Yuxiang Zhang 24 14 0 15 Jul 2022
ACLNet: An Attention and Clustering-based Cloud Segmentation Network Dhruv Makwana Subhrajit Nag Onkar Susladkar Gayatri S Deshmukh Sai Chandra Sparsh Mittal Krishna Mohan 3DPC 11 10 0 13 Jul 2022
SFNet: Faster and Accurate Semantic Segmentation via Semantic Flow Xiangtai Li Jiangning Zhang Yibo Yang Guangliang Cheng Kuiyuan Yang Yu Tong Dacheng Tao SSeg AI4TS 46 28 0 10 Jul 2022
Transforming Image Generation from Scene Graphs Renato Sortino S. Palazzo C. Spampinato ViT 29 2 0 01 Jul 2022
CV 3315 Is All You Need : Semantic Segmentation Competition Akide Liu Zihan Wang 27 4 0 25 Jun 2022
ICOS Protein Expression Segmentation: Can Transformer Networks Give Better Results? Vivek Kumar Singh P. O'Reilly J. James M. Salto‐Tellez P. Maxwell ViT MedIm 27 0 0 23 Jun 2022
EATFormer: Improving Vision Transformer Inspired by Evolutionary Algorithm Jiangning Zhang Xiangtai Li Yabiao Wang Chengjie Wang Yibo Yang Yong Liu Dacheng Tao ViT 34 32 0 19 Jun 2022
Learning Implicit Feature Alignment Function for Semantic Segmentation Hanzhe Hu Yinbo Chen Jiarui Xu Shubhankar Borse H. Cai Fatih Porikli X. Wang 31 47 0 17 Jun 2022
XMorpher: Full Transformer for Deformable Medical Image Registration via Cross Attention Jiacheng Shi Yuting He Youyong Kong J. Coatrieux H. Shu Guanyu Yang Shuo Li MedIm 22 82 0 15 Jun 2022
Graph-based Spatial Transformer with Memory Replay for Multi-future Pedestrian Trajectory Prediction Lihuan Li M. Pagnucco Yang Song 21 57 0 12 Jun 2022
XBound-Former: Toward Cross-scale Boundary Modeling in Transformers Jiacheng Wang Fei Chen Yuxi Ma Liansheng Wang Zhaodong Fei Jia Shuai Xiangdong Tang Qichao Zhou Jing Qin ViT MedIm 19 63 0 02 Jun 2022
A Survey on Deep Learning for Skin Lesion Segmentation Z. Mirikharaji Kumar Abhishek Alceu Bissoto Catarina Barata Sandra Avila Eduardo Valle M. Celebi Ghassan Hamarneh 31 82 0 01 Jun 2022
Inferring 3D change detection from bitemporal optical images V. Marsocci V. Coletta R. Ravanelli Simone Scardapane M. Crespi 3DPC 23 19 0 31 May 2022
Inception Transformer Chenyang Si Weihao Yu Pan Zhou Yichen Zhou Xinchao Wang Shuicheng Yan ViT 26 187 0 25 May 2022
Decoder Denoising Pretraining for Semantic Segmentation Emmanuel B. Asiedu Simon Kornblith Ting Chen Niki Parmar Matthias Minderer Mohammad Norouzi AI4CE 193 26 0 23 May 2022
SelfReformer: Self-Refined Network with Transformer for Salient Object Detection Y. Yun Weisi Lin ViT 57 28 0 23 May 2022
Deep Digging into the Generalization of Self-Supervised Monocular Depth Estimation Ji-Hoon Bae Sungho Moon Sunghoon Im MDE 20 84 0 23 May 2022
Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging Yuanhao Cai Jing Lin Haoqian Wang Xin Yuan Henghui Ding Yulun Zhang Radu Timofte Luc Van Gool 74 116 0 20 May 2022
Cross-Enhancement Transformer for Action Segmentation Jiahui Wang Zhenyou Wang Shanna Zhuang Hui Wang ViT 48 23 0 19 May 2022
MulT: An End-to-End Multitask Learning Transformer Deblina Bhattacharjee Tong Zhang Sabine Süsstrunk Mathieu Salzmann ViT 36 62 0 17 May 2022
Dense residual Transformer for image denoising Chao Yao Shuo Jin Meiqin Liu Xiaojuan Ban ViT 33 29 0 14 May 2022