v1v2 (latest)

MixFormer: Mixing Features across Windows and Dimensions

6 April 2022

Errui Ding

Jingdong Wang

ArXiv (abs)PDF HTML Github (5653★)

Papers citing "MixFormer: Mixing Features across Windows and Dimensions"

39 / 39 papers shown

Title
CATANet: Efficient Content-Aware Token Aggregation for Lightweight Image Super-Resolution Xin Liu Jie Liu J. Tang Gangshan Wu SupR ViT 87 0 0 10 Mar 2025
iFormer: Integrating ConvNet and Transformer for Mobile Application Chuanyang Zheng ViT 179 0 0 26 Jan 2025
Joint multi-dimensional dynamic attention and transformer for general image restoration Huan Zhang Xu Zhang Nian Cai Jianglei Di Yun Zhang ViT 72 1 0 12 Nov 2024
BA-Net: Bridge Attention in Deep Neural Networks Ronghui Zhang Runzong Zou Yue Zhao Zirui Zhang Junzhou Chen Yue Cao Chuan Hu Houbing Song 60 0 0 10 Oct 2024
Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small Datasets Tianxiao Zhang Wenju Xu Bo Luo Guanghui Wang ViT MDE 132 10 0 28 Jul 2024
Embedding-Free Transformer with Inference Spatial Reduction for Efficient Semantic Segmentation Hyunwoo Yu Yubin Cho Beoungwoo Kang Seunghun Moon Kyeongbo Kong Suk-Ju Kang 84 3 0 24 Jul 2024
AFIDAF: Alternating Fourier and Image Domain Adaptive Filters as an Efficient Alternative to Attention in ViTs Yunling Zheng Zeyi Xu Fanghui Xue Biao Yang Jiancheng Lyu Shuai Zhang Y. Qi Jack Xin 95 0 0 16 Jul 2024
HiT-SR: Hierarchical Transformer for Efficient Image Super-Resolution Xiang Zhang Yulun Zhang Fisher Yu 88 23 0 08 Jul 2024
A Semantic-Aware and Multi-Guided Network for Infrared-Visible Image Fusion Xiaoli Zhang Liying Wang Libo Zhao Xiongfei Li Siwei Ma 134 0 0 11 Jun 2024
SRC-Net: Bi-Temporal Spatial Relationship Concerned Network for Change Detection Hongjia Chen Xin Xu Fangling Pu 109 6 0 09 Jun 2024
ParFormer: Vision Transformer Baseline with Parallel Local Global Token Mixer and Convolution Attention Patch Embedding Novendra Setyawan Ghufron Wahyu Kurniawan Chi-Chia Sun Jun-Wei Hsieh Hui-Kai Su W. Kuo ViT MoE 86 0 0 22 Mar 2024
Attention-Enhanced Hybrid Feature Aggregation Network for 3D Brain Tumor Segmentation Z. A. Yazici Ilkay Oksuz H. K. Ekenel 72 1 0 15 Mar 2024
ViT-CoMer: Vision Transformer with Convolutional Multi-scale Feature Interaction for Dense Predictions Chunlong Xia Xinliang Wang Feng Lv Xin Hao Yifeng Shi ViT 87 56 0 12 Mar 2024
FViT: A Focal Vision Transformer with Gabor Filter Yulong Shi Mingwei Sun Yongshuai Wang Rui Wang 153 4 0 17 Feb 2024
Contrastive Learning-Based Spectral Knowledge Distillation for Multi-Modality and Missing Modality Scenarios in Semantic Segmentation Aniruddh Sikdar Jayant Teotia Suresh Sundaram 113 2 0 04 Dec 2023
TransXNet: Learning Both Global and Local Dynamics with a Dual Dynamic Token Mixer for Visual Recognition Meng Lou Hong-Yu Zhou Sibei Yang Yizhou Yu Chuan Wu Yizhou Yu ViT 168 41 0 30 Oct 2023
EViT: An Eagle Vision Transformer with Bi-Fovea Self-Attention Yulong Shi Mingwei Sun Yongshuai Wang Hui Sun Zengqiang Chen 101 4 0 10 Oct 2023
Compressing Vision Transformers for Low-Resource Visual Learning Eric Youn J. SaiMitheran Sanjana Prabhu Siyuan Chen ViT 64 2 0 05 Sep 2023
Computation-efficient Deep Learning for Computer Vision: A Survey Yulin Wang Yizeng Han Chaofei Wang Shiji Song Qi Tian Gao Huang VLM 132 21 0 27 Aug 2023
Vision Backbone Enhancement via Multi-Stage Cross-Scale Attention Liang Shang Yanli Liu Zhengyang Lou Shuxue Quan N. Adluru Bochen Guan W. Sethares 99 2 0 10 Aug 2023
Dual Aggregation Transformer for Image Super-Resolution Zheng Chen Yulun Zhang Jinjin Gu Lingyu Kong Xiaokang Yang Feng Yu ViT 92 189 0 07 Aug 2023
ConTrack: Contextual Transformer for Device Tracking in X-ray Marc Demoustier Yue Zhang Venkatesh N. Murthy Florin-Cristian Ghesu Dorin Comaniciu MedIm 69 3 0 14 Jul 2023
Dynamic Perceiver for Efficient Visual Recognition Yizeng Han Dongchen Han Zeyu Liu Yulin Wang Xuran Pan Yifan Pu Chaorui Deng Junlan Feng S. Song Gao Huang 108 30 0 20 Jun 2023
Vision Transformers for Mobile Applications: A Short Survey Nahid Alam Steven Kolawole S. Sethi Nishant Bansali Karina Nguyen ViT 69 4 0 30 May 2023
Vision Transformer Off-the-Shelf: A Surprising Baseline for Few-Shot Class-Agnostic Counting Zhicheng Wang Liwen Xiao Zhiguo Cao Hao Lu 92 15 0 08 May 2023
Swin3D: A Pretrained Transformer Backbone for 3D Indoor Scene Understanding Yu-Qi Yang Yu-Xiao Guo Jiangfeng Xiong Yang Liu Hao Pan Peng-Shuai Wang Xin Tong B. Guo ViT 108 87 0 14 Apr 2023
Dual Cross-Attention for Medical Image Segmentation Gorkem Can Ates P. Mohan Emrah Çelik 56 85 0 30 Mar 2023
Xformer: Hybrid X-Shaped Transformer for Image Denoising Jiale Zhang Yulun Zhang Jinjin Gu Jiahua Dong Lingyu Kong Xiaokang Yang ViT 91 29 0 11 Mar 2023
IncepFormer: Efficient Inception Transformer with Pyramid Pooling for Semantic Segmentation Lihua Fu Haoyue Tian Xiang Zhai Pan Gao Xiaojiang Peng ViT 53 9 0 06 Dec 2022
Dunhuang murals contour generation network based on convolution and self-attention fusion Bao-Yu Liu Fengjie He Shiqiang Du Kaiwu Zhang Jianhua Wang 3DPC 91 6 0 02 Dec 2022
Residual Degradation Learning Unfolding Framework with Mixing Priors across Spectral and Spatial for Compressive Spectral Imaging Yubo Dong Dahua Gao Tian Qiu Yu-yang Li Minxi Yang Guangming Shi 102 29 0 13 Nov 2022
AIM 2022 Challenge on Instagram Filter Removal: Methods and Results Furkan Kinli Sami Mentecs Barics Ozcan Furkan Kiracc Radu Timofte ... Sungjun Kim Guisik Kim Seohyeon Lee S. Nathan Priya Kansal 91 10 0 17 Oct 2022
ITSRN++: Stronger and Better Implicit Transformer Network for Continuous Screen Content Image Super-Resolution Sheng Shen Huanjing Yue Jingyu Yang Kun Li SupR 66 3 0 17 Oct 2022
Bridging the Gap Between Vision Transformers and Convolutional Neural Networks on Small Datasets Zhiying Lu Hongtao Xie Chuanbin Liu Yongdong Zhang ViT 107 61 0 12 Oct 2022
Changer: Feature Interaction is What You Need for Change Detection Sheng Fang Kaiyu Li Zhe Li 95 179 0 17 Sep 2022
EATFormer: Improving Vision Transformer Inspired by Evolutionary Algorithm Jiangning Zhang Xiangtai Li Yabiao Wang Chengjie Wang Yibo Yang Yong Liu Dacheng Tao ViT 121 35 0 19 Jun 2022
Fast Vision Transformers with HiLo Attention Zizheng Pan Jianfei Cai Bohan Zhuang 67 168 0 26 May 2022
Focal Modulation Networks Jianwei Yang Chunyuan Li Xiyang Dai Lu Yuan Jianfeng Gao 3DPC 109 280 0 22 Mar 2022
Visual Attention Network Meng-Hao Guo Chengrou Lu Zheng-Ning Liu Ming-Ming Cheng Shiyong Hu ViT VLM 140 679 0 20 Feb 2022