Title
A New Perspective to Boost Vision Transformer for Medical Image Classification Yuexiang Li Yawen Huang Nanjun He Kai Ma Yefeng Zheng ViT MedIm 21 3 0 03 Jan 2023
Edge Enhanced Image Style Transfer via Transformers Chi Zhang Jun Yang Zaiyan Dai Peng-Xia Cao 11 10 0 02 Jan 2023
Exploring Vision Transformers as Diffusion Learners He Cao Jianan Wang Tianhe Ren Xianbiao Qi Yihao Chen Yuan Yao L. Zhang 36 10 0 28 Dec 2022
Representation Separation for Semantic Segmentation with Vision Transformers Yuanduo Hong Huihui Pan Weichao Sun Xinghu Yu Huijun Gao ViT 28 5 0 28 Dec 2022
SMMix: Self-Motivated Image Mixing for Vision Transformers Mengzhao Chen Mingbao Lin Zhihang Lin Yu-xin Zhang Fei Chao Rongrong Ji 45 10 0 26 Dec 2022
PanoViT: Vision Transformer for Room Layout Estimation from a Single Panoramic Image Weichao Shen Yuan Dong Zonghao Chen Zhen-Guo Zhao Yang Gao Zhu-Qin Liu ViT MDE 17 0 0 23 Dec 2022
DDColor: Towards Photo-Realistic Image Colorization via Dual Decoders Xiaoyang Kang Tao Yang Wenqi Ouyang Peiran Ren Lingzhi Li Xuansong Xie DiffM MQ 27 37 0 22 Dec 2022
Tracking by Associating Clips Sanghyun Woo Kwanyong Park Seoung Wug Oh In So Kweon Joon-Young Lee VOT 27 9 0 20 Dec 2022
Full Contextual Attention for Multi-resolution Transformers in Semantic Segmentation Loic Themyr Clément Rambour Nicolas Thome Toby Collins Alexandre Hostettler ViT 21 10 0 15 Dec 2022
One-Shot Domain Adaptive and Generalizable Semantic Segmentation with Class-Aware Cross-Domain Transformers R. Gong Qin Wang Dengxin Dai Luc Van Gool ViT 27 4 0 14 Dec 2022
A Neural ODE Interpretation of Transformer Layers Yaofeng Desmond Zhong Tongtao Zhang Amit Chakraborty Biswadip Dey 20 9 0 12 Dec 2022
ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation Ziqi Zhou Bowen Zhang Yinjie Lei Lingqiao Liu Yifan Liu VLM 26 167 0 07 Dec 2022
Vision Transformer Computation and Resilience for Dynamic Inference Kavya Sreedhar Jason Clemons Rangharajan Venkatesan S. Keckler M. Horowitz 24 2 0 06 Dec 2022
NoisyQuant: Noisy Bias-Enhanced Post-Training Activation Quantization for Vision Transformers Yijiang Liu Huanrui Yang Zhen Dong Kurt Keutzer Li Du Shanghang Zhang MQ 29 45 0 29 Nov 2022
FsaNet: Frequency Self-attention for Semantic Segmentation Fengyu Zhang Ashkan Panahi Guangjun Gao AI4TS 29 28 0 28 Nov 2022
Prototype as Query for Few Shot Semantic Segmentation Leilei Cao Yibo Guo Ye Yuan Qiangguo Jin ViT 25 10 0 27 Nov 2022
Exploring Consistency in Cross-Domain Transformer for Domain Adaptive Semantic Segmentation Kaihong Wang Donghyun Kim Regerio Feris Kate Saenko Margrit Betke ViT 25 4 0 27 Nov 2022
CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion Zixiang Zhao Hao Bai Jiangshe Zhang Yulun Zhang Shuang Xu Zudi Lin Radu Timofte Luc Van Gool 31 309 0 26 Nov 2022
Degenerate Swin to Win: Plain Window-based Transformer without Sophisticated Operations Tan Yu Ping Li ViT 46 5 0 25 Nov 2022
Efficient Frequency Domain-based Transformers for High-Quality Image Deblurring Lingshun Kong Jiangxin Dong Mingqiang Li J. Ge Jin-shan Pan ViT 27 142 0 22 Nov 2022
Computational Imaging for Machine Perception: Transferring Semantic Segmentation beyond Aberrations Qi Jiang Haowen Shi Shaohua Gao Jiaming Zhang Kailun Yang Lei Sun Huajian Ni Kaiwei Wang 26 5 0 21 Nov 2022
Revisiting Color-Event based Tracking: A Unified Network, Dataset, and Metric Chuanming Tang Xiao Wang Ju Huang Bowei Jiang Lin Zhu Jianlin Zhang Yaowei Wang Yonghong Tian 33 32 0 20 Nov 2022
Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World Surveillance Sébastien Piérard A. Cioppa Anaïs Halin Renaud Vandeghen Maxime Zanella Benoît Macq Saïd Mahmoudi Marc Van Droogenbroeck 30 6 0 18 Nov 2022
Prompt Tuning for Parameter-efficient Medical Image Segmentation Marc Fischer Alexander Bartler Bin Yang SSeg 16 18 0 16 Nov 2022
HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers Peiyan Dong Mengshu Sun Alec Lu Yanyue Xie Li-Yu Daisy Liu ... Xin Meng Z. Li Xue Lin Zhenman Fang Yanzhi Wang ViT 28 58 0 15 Nov 2022
PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation Mu Chen Zhedong Zheng Yi Yang Tat-Seng Chua 48 53 0 14 Nov 2022
Language models are good pathologists: using attention-based sequence reduction and text-pretrained transformers for efficient WSI classification Juan Pisula Katarzyna Bozek VLM MedIm 30 3 0 14 Nov 2022
ParCNetV2: Oversized Kernel with Enhanced Attention Ruihan Xu Haokui Zhang Wenze Hu Shiliang Zhang Xiaoyu Wang ViT 25 6 0 14 Nov 2022
WSC-Trans: A 3D network model for automatic multi-structural segmentation of temporal bone CT X. Hua Z. Du Hongjian Yu Ji-Xian Ma Fanjun Zheng Cheng Zhang Qiao-Ling Lu H Zhao MedIm 11 1 0 14 Nov 2022
BiViT: Extremely Compressed Binary Vision Transformer Yefei He Zhenyu Lou Luoming Zhang Jing Liu Weijia Wu Hong Zhou Bohan Zhuang ViT MQ 20 28 0 14 Nov 2022
ViT-CX: Causal Explanation of Vision Transformers Weiyan Xie Xiao-hui Li Caleb Chen Cao Nevin L.Zhang ViT 26 17 0 06 Nov 2022
Siamese Transition Masked Autoencoders as Uniform Unsupervised Visual Anomaly Detector Haiming Yao Xue Wang Wenyong Yu 22 9 0 01 Nov 2022
Grafting Vision Transformers Jong Sung Park Kumara Kahatapitiya Donghyun Kim Shivchander Sudalairaj Quanfu Fan Michael S. Ryoo ViT 26 2 0 28 Oct 2022
M $^3$ ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design Hanxue Liang Zhiwen Fan Rishov Sarkar Ziyu Jiang Tianlong Chen Kai Zou Yu Cheng Cong Hao Zhangyang Wang MoE 31 81 0 26 Oct 2022
SemFormer: Semantic Guided Activation Transformer for Weakly Supervised Semantic Segmentation Junliang Chen Xiaodong Zhao Cheng Luo Linlin Shen ViT 24 3 0 26 Oct 2022
MetaFormer Baselines for Vision Weihao Yu Chenyang Si Pan Zhou Mi Luo Yichen Zhou Jiashi Feng Shuicheng Yan Xinchao Wang MoE 34 156 0 24 Oct 2022
S2WAT: Image Style Transfer via Hierarchical Vision Transformer using Strips Window Attention Chi Zhang Xiaogang Xu Lei Wang Zaiyan Dai Jun Yang ViT 29 23 0 22 Oct 2022
Valuing Vicinity: Memory attention framework for context-based semantic segmentation in histopathology Oliver Ester Fabian Horst C. Seibold J. Keyl Saskia Ting ... P. Ivanyi Viktor Grünwald J. Bräsen Jan Egger Jens Kleesiek 21 7 0 21 Oct 2022
1st Place Solutions for the UVO Challenge 2022 Jiajun Zhang Boyu Chen Zhilong Ji Jinfeng Bai Zonghai Hu 17 1 0 18 Oct 2022
When Adversarial Training Meets Vision Transformers: Recipes from Training to Architecture Yi Mo Dongxian Wu Yifei Wang Yiwen Guo Yisen Wang ViT 39 52 0 14 Oct 2022
Token-Label Alignment for Vision Transformers Han Xiao Wenzhao Zheng Zhengbiao Zhu Jie Zhou Jiwen Lu 21 4 0 12 Oct 2022
Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning Fuying Wang Yuyin Zhou Shujun Wang V. Vardhanabhuti Lequan Yu 21 137 0 12 Oct 2022
ZITS++: Image Inpainting by Improving the Incremental Transformer on Structural Priors Chenjie Cao Qiaole Dong Yanwei Fu 35 30 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
Time-Space Transformers for Video Panoptic Segmentation Andra Petrovai S. Nedevschi ViT 21 3 0 07 Oct 2022
Centralized Feature Pyramid for Object Detection Yu Quan Dong Zhang Liyan Zhang Jinhui Tang ObjD 31 147 0 05 Oct 2022
GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models Chen Liang Wenguan Wang Jiaxu Miao Yi Yang VLM 33 117 0 05 Oct 2022
Bridged Transformer for Vision and Point Cloud 3D Object Detection Yikai Wang Tengqi Ye Lele Cao Wen-bing Huang Fuchun Sun Fengxiang He Dacheng Tao ViT 39 34 0 04 Oct 2022
Cascaded Multi-Modal Mixing Transformers for Alzheimer's Disease Classification with Incomplete Data Linfeng Liu Siyu Liu Lu Zhang X. To F. Nasrallah Shekhar S. Chandra MedIm 34 52 0 01 Oct 2022
Dual Progressive Transformations for Weakly Supervised Semantic Segmentation Dong Huo Yukun Su Qingyao Wu ViT 26 4 0 30 Sep 2022