RegionViT: Regional-to-Local Attention for Vision Transformers

4 June 2021

Papers citing "RegionViT: Regional-to-Local Attention for Vision Transformers"

50 / 52 papers shown

Title
HGFormer: Topology-Aware Vision Transformer with HyperGraph Learning Hao Wang Shuo Zhang Biao Leng ViT 82 1 0 03 Apr 2025
OverLoCK: An Overview-first-Look-Closely-next ConvNet with Context-Mixing Dynamic Kernels Meng Lou Yizhou Yu 118 1 0 27 Feb 2025
Breaking the Low-Rank Dilemma of Linear Attention Qihang Fan Huaibo Huang Ran He 50 1 0 12 Nov 2024
HDKD: Hybrid Data-Efficient Knowledge Distillation Network for Medical Image Classification Omar S. El-Assiouti Ghada Hamed Dina Khattab H. M. Ebied 47 1 0 10 Jul 2024
Vision Transformer with Sparse Scan Prior Qihang Fan Huaibo Huang Mingrui Chen Ran He ViT 48 5 0 22 May 2024
Masked Spatial Propagation Network for Sparsity-Adaptive Depth Refinement Jinyoung Jun Jae-Han Lee Chang-Su Kim 40 2 0 30 Apr 2024
Efficient Modulation for Vision Networks Xu Ma Xiyang Dai Jianwei Yang Bin Xiao Yinpeng Chen Yun Fu Lu Yuan 43 17 0 29 Mar 2024
Enhancing Efficiency in Vision Transformer Networks: Design Techniques and Insights Moein Heidari Reza Azad Sina Ghorbani Kolahi René Arimond Leon Niggemeier ... Afshin Bozorgpour Ehsan Khodapanah Aghdam A. Kazerouni I. Hacihaliloglu Dorit Merhof 51 7 0 28 Mar 2024
HIRI-ViT: Scaling Vision Transformer with High Resolution Inputs Ting Yao Yehao Li Yingwei Pan Tao Mei ViT 36 15 0 18 Mar 2024
Frequency-Adaptive Dilated Convolution for Semantic Segmentation Linwei Chen Lin Gu Ying Fu 42 23 0 08 Mar 2024
PVG: Progressive Vision Graph for Vision Recognition Jiafu Wu Jian Li Jiangning Zhang Boshen Zhang M. Chi Yabiao Wang Chengjie Wang ViT 28 13 0 01 Aug 2023
Lightweight Vision Transformer with Bidirectional Interaction Qihang Fan Huaibo Huang Xiaoqiang Zhou Ran He ViT 52 28 0 01 Jun 2023
Vision Transformer with Quadrangle Attention Qiming Zhang Jing Zhang Yufei Xu Dacheng Tao ViT 24 38 0 27 Mar 2023
Efficiency 360: Efficient Vision Transformers Badri N. Patro Vijay Srinivas Agneeswaran 28 6 0 16 Feb 2023
Efficient Attention via Control Variates Lin Zheng Jianbo Yuan Chong-Jun Wang Lingpeng Kong 34 18 0 09 Feb 2023
A Study on the Generality of Neural Network Structures for Monocular Depth Estimation Ji-Hoon Bae K. Hwang Sunghoon Im MDE 32 7 0 09 Jan 2023
FGAHOI: Fine-Grained Anchors for Human-Object Interaction Detection Shuailei Ma Yuefeng Wang Shanze Wang Ying-yu Wei 45 33 0 08 Jan 2023
A Survey on Human Action Recognition Zhou Shuchang 29 0 0 20 Dec 2022
Rethinking Vision Transformers for MobileNet Size and Speed Yanyu Li Ju Hu Yang Wen Georgios Evangelidis Kamyar Salahi Yanzhi Wang Sergey Tulyakov Jian Ren ViT 35 159 0 15 Dec 2022
GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation Chenhongyi Yang Jiarui Xu Shalini De Mello Elliot J. Crowley Xueliang Wang ViT 38 21 0 13 Dec 2022
Token Transformer: Can class token help window-based transformer build better long-range interactions? Jia-ju Mao Yuan Chang Xuesong Yin 34 0 0 11 Nov 2022
Attention-based Neural Cellular Automata Mattie Tesfaldet Derek Nowrouzezahrai C. Pal ViT 37 17 0 02 Nov 2022
Grafting Vision Transformers Jong Sung Park Kumara Kahatapitiya Donghyun Kim Shivchander Sudalairaj Quanfu Fan Michael S. Ryoo ViT 29 2 0 28 Oct 2022
Boosting vision transformers for image retrieval Chull Hwan Song Jooyoung Yoon Shunghyun Choi Yannis Avrithis ViT 34 32 0 21 Oct 2022
MOAT: Alternating Mobile Convolution and Attention Brings Strong Vision Models Chenglin Yang Siyuan Qiao Qihang Yu Xiaoding Yuan Yukun Zhu Alan Yuille Hartwig Adam Liang-Chieh Chen ViT MoE 39 59 0 04 Oct 2022
Dense-TNT: Efficient Vehicle Type Classification Neural Network Using Satellite Imagery Ruikang Luo Yaofeng Song Haiying Zhao Yicheng Zhang Yi Zhang Nanbin Zhao Liping Huang Rong Su ViT 16 11 0 27 Sep 2022
MRL: Learning to Mix with Attention and Convolutions Shlok Mohta Hisahiro Suganuma Yoshiki Tanaka 28 2 0 30 Aug 2022
EleGANt: Exquisite and Locally Editable GAN for Makeup Transfer Chenyu Yang W. He Yingqing Xu Yang Gao DiffM 19 26 0 20 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 27 7 0 19 Jul 2022
Dual Vision Transformer Ting Yao Yehao Li Yingwei Pan Yu Wang Xiaoping Zhang Tao Mei ViT 154 75 0 11 Jul 2022
Improving Semantic Segmentation in Transformers using Hierarchical Inter-Level Attention Gary Leung Jun Gao Fangyin Wei Sanja Fidler 21 3 0 05 Jul 2022
EfficientFormer: Vision Transformers at MobileNet Speed Yanyu Li Geng Yuan Yang Wen Eric Hu Georgios Evangelidis Sergey Tulyakov Yanzhi Wang Jian Ren ViT 26 347 0 02 Jun 2022
MulT: An End-to-End Multitask Learning Transformer Deblina Bhattacharjee Tong Zhang Sabine Süsstrunk Mathieu Salzmann ViT 42 63 0 17 May 2022
Deeper Insights into the Robustness of ViTs towards Common Corruptions Rui Tian Zuxuan Wu Qi Dai Han Hu Yu-Gang Jiang ViT AAML 24 4 0 26 Apr 2022
VSA: Learning Varied-Size Window Attention in Vision Transformers Qiming Zhang Yufei Xu Jing Zhang Dacheng Tao 22 53 0 18 Apr 2022
Neighborhood Attention Transformer Ali Hassani Steven Walton Jiacheng Li Shengjia Li Humphrey Shi ViT AI4TS 36 254 0 14 Apr 2022
BatchFormerV2: Exploring Sample Relationships for Dense Representation Learning Zhi Hou Baosheng Yu Chaoyue Wang Yibing Zhan Dacheng Tao ViT 32 11 0 04 Apr 2022
SepViT: Separable Vision Transformer Wei Li Xing Wang Xin Xia Jie Wu Jiashi Li Xuefeng Xiao Min Zheng Shiping Wen ViT 26 40 0 29 Mar 2022
A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and Benchmark Yunhe Gao Mu Zhou Ding Liu Zhennan Yan Shaoting Zhang Dimitris N. Metaxas ViT MedIm 26 68 0 28 Feb 2022
Pale Transformer: A General Vision Transformer Backbone with Pale-Shaped Attention Sitong Wu Tianyi Wu Hao Hao Tan G. Guo ViT 31 70 0 28 Dec 2021
ELSA: Enhanced Local Self-Attention for Vision Transformer Jingkai Zhou Pichao Wang Fan Wang Qiong Liu Hao Li Rong Jin ViT 37 37 0 23 Dec 2021
DualFormer: Local-Global Stratified Transformer for Efficient Video Recognition Keli Zhang Pan Zhou Roger Zimmermann Shuicheng Yan ViT 32 21 0 09 Dec 2021
Ripple Attention for Visual Perception with Sub-quadratic Complexity Lin Zheng Huijie Pan Lingpeng Kong 28 3 0 06 Oct 2021
CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention Wenxiao Wang Lulian Yao Long Chen Binbin Lin Deng Cai Xiaofei He Wei Liu 34 258 0 31 Jul 2021
Visformer: The Vision-friendly Transformer Zhengsu Chen Lingxi Xie Jianwei Niu Xuefeng Liu Longhui Wei Qi Tian ViT 120 209 0 26 Apr 2021
Transformer in Transformer Kai Han An Xiao Enhua Wu Jianyuan Guo Chunjing Xu Yunhe Wang ViT 316 1,524 0 27 Feb 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 316 3,625 0 24 Feb 2021
LambdaNetworks: Modeling Long-Range Interactions Without Attention Irwan Bello 281 179 0 17 Feb 2021
High-Performance Large-Scale Image Recognition Without Normalization Andrew Brock Soham De Samuel L. Smith Karen Simonyan VLM 223 512 0 11 Feb 2021
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 283 1,984 0 09 Feb 2021