Aggregating Global Features into Local Vision Transformer

Aggregating Global Features into Local Vision Transformer

30 January 2022

Papers citing "Aggregating Global Features into Local Vision Transformer"

17 / 17 papers shown

Title
Guidance Disentanglement Network for Optics-Guided Thermal UAV Image Super-Resolution Zhicheng Zhao Juanjuan Gu Chenglong Li Chun Wang Zhongling Huang Jin Tang DRL 23 0 0 27 Oct 2024
Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small Datasets Tianxiao Zhang Wenju Xu Bo Luo Guanghui Wang ViT MDE 40 7 0 28 Jul 2024
Factorization Vision Transformer: Modeling Long Range Dependency with Local Window Cost Haolin Qin Daquan Zhou Tingfa Xu Ziyang Bian Jianan Li 29 9 0 14 Dec 2023
HAT: Hybrid Attention Transformer for Image Restoration Xiangyu Chen Xintao Wang Wenlong Zhang Xiangtao Kong Yu Qiao Jiantao Zhou Chao Dong 26 44 0 11 Sep 2023
PSLT: A Light-weight Vision Transformer with Ladder Self-Attention and Progressive Shift Gaojie Wu Weishi Zheng Yutong Lu Q. Tian ViT 45 15 0 07 Apr 2023
Token Transformer: Can class token help window-based transformer build better long-range interactions? Jia-ju Mao Yuan Chang Xuesong Yin 28 0 0 11 Nov 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
Accumulated Trivial Attention Matters in Vision Transformers on Small Datasets Xiangyu Chen Qinghao Hu Kaidong Li Cuncong Zhong Guanghui Wang ViT 35 11 0 22 Oct 2022
HaloAE: An HaloNet based Local Transformer Auto-Encoder for Anomaly Detection and Localization É. Mathian H. Liu L. Fernandez-Cuesta Dimitris Samaras M. Foll L. Chen ViT 30 12 0 06 Aug 2022
Activating More Pixels in Image Super-Resolution Transformer Xiangyu Chen Xintao Wang Jiantao Zhou Yu Qiao Chao Dong ViT 64 601 0 09 May 2022
Dynamic Label Assignment for Object Detection by Combining Predicted IoUs and Anchor IoUs Tianxiao Zhang Bo Luo A. Sharda Guanghui Wang 39 18 0 23 Jan 2022
SDTP: Semantic-aware Decoupled Transformer Pyramid for Dense Image Prediction Zekun Li Yufan Liu Bing Li Weiming Hu Kebin Wu Chengwei Peng ViT 32 22 0 18 Sep 2021
Enhanced U-Net: A Feature Enhancement Network for Polyp Segmentation Krushi Patel A. Bur Guanghui Wang 93 101 0 03 May 2021
Colonoscopy Polyp Detection and Classification: Dataset Creation and Comparative Evaluations Kaidong Li M. I. Fathan Krushi Patel Tianxiao Zhang Cuncong Zhong A. Bansal A. Rastogi Jean S. Wang Guanghui Wang 107 95 0 22 Apr 2021
Transformer in Transformer Kai Han An Xiao Enhua Wu Jianyuan Guo Chunjing Xu Yunhe Wang ViT 284 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 277 3,623 0 24 Feb 2021
SOSD-Net: Joint Semantic Object Segmentation and Depth Estimation from Monocular images Lei He Jiwen Lu Guanghui Wang Shiyu Song Jie Zhou 41 69 0 19 Jan 2021