Dynamic Group Transformer: A General Vision Transformer Backbone with
Dynamic Group Attention

Dynamic Group Transformer: A General Vision Transformer Backbone with Dynamic Group Attention

8 March 2022

Papers citing "Dynamic Group Transformer: A General Vision Transformer Backbone with Dynamic Group Attention"

16 / 16 papers shown

Title
SAC-ViT: Semantic-Aware Clustering Vision Transformer with Early Exit Youbing Hu Yun Cheng Anqi Lu Dawei Wei Zhijun Li 44 0 0 27 Feb 2025
Breaking the Low-Rank Dilemma of Linear Attention Qihang Fan Huaibo Huang Ran He 45 1 0 12 Nov 2024
Semantic Equitable Clustering: A Simple, Fast and Effective Strategy for Vision Transformer Qihang Fan Huaibo Huang Mingrui Chen Ran He 51 0 0 22 May 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
Not just Birds and Cars: Generic, Scalable and Explainable Models for Professional Visual Recognition Junde Wu Jiayuan Zhu Min Xu Yueming Jin 30 0 0 08 Mar 2024
Perceptual Group Tokenizer: Building Perception with Iterative Grouping Zhiwei Deng Ting Chen Yang Li ViT VLM 26 2 0 30 Nov 2023
UniNeXt: Exploring A Unified Architecture for Vision Recognition Fangjian Lin Jianlong Yuan Sitong Wu Fan Wang Zhibin Wang ViT 26 14 0 26 Apr 2023
Point Cloud Classification Using Content-based Transformer via Clustering in Feature Space Yahui Liu Bin Wang Yisheng Lv Lingxi Li Feiyue Wang ViT 3DPC 20 43 0 08 Mar 2023
ExpNet: A unified network for Expert-Level Classification Junde Wu Huihui Fang Yehui Yang Yu Zhang Haoyi Xiong Huazhu Fu Yanwu Xu 27 0 0 29 Nov 2022
Adaptive Sparse ViT: Towards Learnable Adaptive Token Pruning by Fully Exploiting Self-Attention Xiangcheng Liu Tianyi Wu Guodong Guo ViT 48 26 0 28 Sep 2022
HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions Yongming Rao Wenliang Zhao Yansong Tang Jie Zhou Ser-Nam Lim Jiwen Lu ViT 22 252 0 28 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 36 0 25 Jul 2022
CMT: Convolutional Neural Networks Meet Vision Transformers Jianyuan Guo Kai Han Han Wu Yehui Tang Chunjing Xu Yunhe Wang Chang Xu ViT 351 633 0 13 Jul 2021
Transformer in Transformer Kai Han An Xiao Enhua Wu Jianyuan Guo Chunjing Xu Yunhe Wang ViT 287 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 283 3,623 0 24 Feb 2021
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 297 10,220 0 16 Nov 2016