Co-Scale Conv-Attentional Image Transformers

13 April 2021

Papers citing "Co-Scale Conv-Attentional Image Transformers"

50 / 73 papers shown

Title
RingMo-Aerial: An Aerial Remote Sensing Foundation Model With A Affine Transformation Contrastive Learning Wenhui Diao Haichen Yu Kaiyue Kang Tong Ling Di Liu ... Hanbo Bi Libo Ren Xuexue Li Yongqiang Mao Xian Sun 34 1 0 20 Sep 2024
MacFormer: Semantic Segmentation with Fine Object Boundaries Guoan Xu Wenfeng Huang Tao Wu Ligeng Chen Wenjing Jia Guangwei Gao Xiatian Zhu Stuart W. Perry 40 0 0 11 Aug 2024
MambaVision: A Hybrid Mamba-Transformer Vision Backbone Ali Hatamizadeh Jan Kautz Mamba 40 56 0 10 Jul 2024
The 3D-PC: a benchmark for visual perspective taking in humans and machines Drew Linsley Peisen Zhou A. Ashok Akash Nagaraj Gaurav Gaonkar Francis E Lewis Zygmunt Pizlo Thomas Serre 48 6 0 06 Jun 2024
LookHere: Vision Transformers with Directed Attention Generalize and Extrapolate A. Fuller Daniel G. Kyrollos Yousef Yassin James R. Green 46 2 0 22 May 2024
PAUMER: Patch Pausing Transformer for Semantic Segmentation Evann Courdier Prabhu Teja Sivaprasad F. Fleuret 31 2 0 01 Nov 2023
EViT: An Eagle Vision Transformer with Bi-Fovea Self-Attention Yulong Shi Mingwei Sun Yongshuai Wang Hui Sun Zengqiang Chen 31 4 0 10 Oct 2023
Low-Resolution Self-Attention for Semantic Segmentation Yu-Huan Wu Shi-Chen Zhang Yun-Hai Liu Le Zhang Xin Zhan Daquan Zhou Jiashi Feng Ming-Ming Cheng Liangli Zhen ViT 40 3 0 08 Oct 2023
Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers Tobias Christian Nauen Sebastián M. Palacio Federico Raue Andreas Dengel 42 3 0 18 Aug 2023
Distributionally Robust Classification on a Data Budget Ben Feuer Ameya Joshi Minh Pham C. Hegde OOD 32 2 0 07 Aug 2023
Lightweight Vision Transformer with Bidirectional Interaction Qihang Fan Huaibo Huang Xiaoqiang Zhou Ran He ViT 37 28 0 01 Jun 2023
Two-Stream Regression Network for Dental Implant Position Prediction Xinquan Yang Xuguang Li Xuechen Li Wenting Chen Linlin Shen X. Li Yongqiang Deng 20 6 0 17 May 2023
Diabetic Foot Ulcer Grand Challenge 2022 Summary Connah Kendrick B. Cassidy N. Reeves Joseph M Pappachan C. O'Shea Vishnu Chandrabalan Moi Hoon Yap 17 4 0 24 Apr 2023
Pretrained ViTs Yield Versatile Representations For Medical Images Christos Matsoukas Johan Fredin Haslum Magnus P Soderberg Kevin Smith MedIm ViT 19 11 0 13 Mar 2023
MedViT: A Robust Vision Transformer for Generalized Medical Image Classification Omid Nejati Manzari Hamid Ahmadabadi Hossein Kashiani S. B. Shokouhi Ahmad Ayatollahi ViT MedIm 28 177 0 19 Feb 2023
Efficiency 360: Efficient Vision Transformers Badri N. Patro Vijay Srinivas Agneeswaran 26 6 0 16 Feb 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 29 50 0 13 Feb 2023
Out of Distribution Performance of State of Art Vision Model Salman Rahman W. Lee 32 2 0 25 Jan 2023
GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation Chenhongyi Yang Jiarui Xu Shalini De Mello Elliot J. Crowley X. Wang ViT 32 21 0 13 Dec 2022
Efficient Frequency Domain-based Transformers for High-Quality Image Deblurring Lingshun Kong Jiangxin Dong Mingqiang Li J. Ge Jin-shan Pan ViT 22 141 0 22 Nov 2022
Conv2Former: A Simple Transformer-Style ConvNet for Visual Recognition Qibin Hou Cheng Lu Mingg-Ming Cheng Jiashi Feng ViT 31 129 0 22 Nov 2022
Effective Audio Classification Network Based on Paired Inverse Pyramid Structure and Dense MLP Block Yunhao Chen Yunjie Zhu Zihui Yan Yifan Huang Zhen Ren Jianlu Shen Lifang Chen 20 9 0 05 Nov 2022
Automatic Diagnosis of Myocarditis Disease in Cardiac MRI Modality using Deep Transformers and Explainable Artificial Intelligence M. Jafari A. Shoeibi Navid Ghassemi Jónathan Heras Saiguang Ling ... Shuihua Wang R. Alizadehsani Juan M Gorriz U. Acharya Hamid Alinejad-Rokny MedIm 20 11 0 26 Oct 2022
Explicitly Increasing Input Information Density for Vision Transformers on Small Datasets Xiangyu Chen Ying Qin Wenju Xu A. Bur Cuncong Zhong Guanghui Wang ViT 38 3 0 25 Oct 2022
Boosting vision transformers for image retrieval Chull Hwan Song Jooyoung Yoon Shunghyun Choi Yannis Avrithis ViT 29 31 0 21 Oct 2022
TokenMixup: Efficient Attention-guided Token-level Data Augmentation for Transformers Hyeong Kyu Choi Joonmyung Choi Hyunwoo J. Kim ViT 28 35 0 14 Oct 2022
Bridging the Gap Between Vision Transformers and Convolutional Neural Networks on Small Datasets Zhiying Lu Hongtao Xie Chuanbin Liu Yongdong Zhang ViT 15 57 0 12 Oct 2022
SaiT: Sparse Vision Transformers through Adaptive Token Pruning Ling Li D. Thorsley Joseph Hassoun ViT 25 17 0 11 Oct 2022
Coded Residual Transform for Generalizable Deep Metric Learning Shichao Kan Yixiong Liang Min Li Yigang Cen Jianxin Wang Z. He 34 3 0 09 Oct 2022
Polyhistor: Parameter-Efficient Multi-Task Adaptation for Dense Vision Tasks Yen-Cheng Liu Chih-Yao Ma Junjiao Tian Zijian He Z. Kira 120 47 0 07 Oct 2022
MobileViTv3: Mobile-Friendly Vision Transformer with Simple and Effective Fusion of Local, Global and Input Features S. Wadekar Abhishek Chaurasia ViT 98 87 0 30 Sep 2022
Effective Vision Transformer Training: A Data-Centric Perspective Benjia Zhou Pichao Wang Jun Wan Yan-Ni Liang Fan Wang 26 5 0 29 Sep 2022
Rethinking Blur Synthesis for Deep Real-World Image Deblurring Hao Wei Chenyang Ge Xin Qiao Pengchao Deng 19 0 0 28 Sep 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
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
GateHUB: Gated History Unit with Background Suppression for Online Action Detection Junwen Chen Gaurav Mittal Ye Yu Yu Kong Mei Chen 33 33 0 09 Jun 2022
Which models are innately best at uncertainty estimation? Ido Galil Mohammed Dabbah Ran El-Yaniv UQCV 26 5 0 05 Jun 2022
Inception Transformer Chenyang Si Weihao Yu Pan Zhou Yichen Zhou Xinchao Wang Shuicheng Yan ViT 26 187 0 25 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
DaViT: Dual Attention Vision Transformers Mingyu Ding Bin Xiao Noel Codella Ping Luo Jingdong Wang Lu Yuan ViT 30 240 0 07 Apr 2022
Learning Local and Global Temporal Contexts for Video Semantic Segmentation Guolei Sun Yun Liu Henghui Ding Min Wu Luc Van Gool 25 32 0 07 Apr 2022
Unleashing Vanilla Vision Transformer with Masked Image Modeling for Object Detection Yuxin Fang Shusheng Yang Shijie Wang Yixiao Ge Ying Shan Xinggang Wang 23 55 0 06 Apr 2022
SepViT: Separable Vision Transformer Wei Li Xing Wang Xin Xia Jie Wu Jiashi Li Xuefeng Xiao Min Zheng Shiping Wen ViT 26 39 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 25 32 0 24 Mar 2022
Focal Modulation Networks Jianwei Yang Chunyuan Li Xiyang Dai Lu Yuan Jianfeng Gao 3DPC 24 263 0 22 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
HIPA: Hierarchical Patch Transformer for Single Image Super Resolution Qing Cai Yiming Qian Jinxing Li Junjie Lv Yee-Hong Yang Feng Wu Dafan Zhang 19 28 0 19 Mar 2022
Visual Attention Network Meng-Hao Guo Chengrou Lu Zheng-Ning Liu Ming-Ming Cheng Shiyong Hu ViT VLM 19 637 0 20 Feb 2022
How Do Vision Transformers Work? Namuk Park Songkuk Kim ViT 32 465 0 14 Feb 2022
Plug-In Inversion: Model-Agnostic Inversion for Vision with Data Augmentations Amin Ghiasi Hamid Kazemi Steven Reich Chen Zhu Micah Goldblum Tom Goldstein 34 15 0 31 Jan 2022