Title
Edge Enhanced Image Style Transfer via TransformersInternational Conference on Multimedia Retrieval (ICMR), 2023 Chi Zhang Jun Yang Zaiyan Dai Peng-Xia Cao 169 15 0 02 Jan 2023
SMMix: Self-Motivated Image Mixing for Vision TransformersIEEE International Conference on Computer Vision (ICCV), 2022 Mengzhao Chen Mingbao Lin Zhihang Lin Yuxin Zhang Jiayi Ji Rongrong Ji 236 14 0 26 Dec 2022
Most Important Person-guided Dual-branch Cross-Patch Attention for Group Affect RecognitionIEEE International Conference on Computer Vision (ICCV), 2022 Hongxia Xie Ming-Xian Lee Tzu-Jui Chen Hung-Jen Chen Hou-I Liu Hong-Han Shuai Wen-Huang Cheng CVBM 176 11 0 14 Dec 2022
Beyond Attentive Tokens: Incorporating Token Importance and Diversity for Efficient Vision TransformersComputer Vision and Pattern Recognition (CVPR), 2022 Sifan Long Z. Zhao Jimin Pi Sheng-sheng Wang Jingdong Wang 218 55 0 21 Nov 2022
Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer TrainingAAAI Conference on Artificial Intelligence (AAAI), 2022 Zhenglun Kong Haoyu Ma Geng Yuan Mengshu Sun Yanyue Xie ... Tianlong Chen Xiaolong Ma Xiaohui Xie Zinan Lin Yanzhi Wang ViT 288 28 0 19 Nov 2022
HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision TransformersInternational Symposium on High-Performance Computer Architecture (HPCA), 2022 Zhaoyang Han Mengshu Sun Alec Lu Yanyue Xie Li-Yu Daisy Liu ... Xin Meng Hao Sun Xue Lin Zhenman Fang Yanzhi Wang ViT 219 102 0 15 Nov 2022
S2WAT: Image Style Transfer via Hierarchical Vision Transformer using Strips Window AttentionAAAI Conference on Artificial Intelligence (AAAI), 2022 Chi Zhang Lu Zhou Lei Wang Zaiyan Dai Jun Yang ViT 402 46 0 22 Oct 2022
Q-ViT: Accurate and Fully Quantized Low-bit Vision TransformerNeural Information Processing Systems (NeurIPS), 2022 Yanjing Li Sheng Xu Baochang Zhang Xianbin Cao Penglei Gao Guodong Guo MQ ViT 197 127 0 13 Oct 2022
Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Weicong Liang Yuhui Yuan Henghui Ding Xiao Luo Weihong Lin Ding Jia Zheng Zhang Chao Zhang Hanhua Hu 229 38 0 03 Oct 2022
Adaptive Sparse ViT: Towards Learnable Adaptive Token Pruning by Fully Exploiting Self-AttentionInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Xiangcheng Liu Tianyi Wu Guodong Guo ViT 200 44 0 28 Sep 2022
Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Kailai Li Kailun Yang Haowen Shi Simon Reiß Kunyu Peng Chaoxiang Ma Haodong Fu Philip H. S. Torr Kaiwei Wang Rainer Stiefelhagen ViT MDE 262 50 0 25 Jul 2022
Towards Efficient Adversarial Training on Vision TransformersEuropean Conference on Computer Vision (ECCV), 2022 Boxi Wu Jindong Gu Zhifeng Li Deng Cai Xiaofei He Wei Liu ViT AAML 217 45 0 21 Jul 2022
Dynamic Spatial Sparsification for Efficient Vision Transformers and Convolutional Neural NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Yongming Rao Zuyan Liu Wenliang Zhao Jie Zhou Jiwen Lu ViT 210 49 0 04 Jul 2022
Super Vision TransformerInternational Journal of Computer Vision (IJCV), 2022 Mingbao Lin Mengzhao Chen Yuxin Zhang Chunjiang Ge Rongrong Ji Liujuan Cao ViT 372 28 0 23 May 2022
EdgeViTs: Competing Light-weight CNNs on Mobile Devices with Vision TransformersEuropean Conference on Computer Vision (ECCV), 2022 Junting Pan Adrian Bulat Fuwen Tan Xiatian Zhu Łukasz Dudziak Jiaming Song Georgios Tzimiropoulos Brais Martínez ViT 308 237 0 06 May 2022
The Devil is in the Frequency: Geminated Gestalt Autoencoder for Self-Supervised Visual Pre-TrainingAAAI Conference on Artificial Intelligence (AAAI), 2022 Hao Liu Xinghua Jiang Xin Li Antai Guo Deqiang Jiang Bo Ren 172 43 0 18 Apr 2022
Training-free Transformer Architecture SearchComputer Vision and Pattern Recognition (CVPR), 2022 Qinqin Zhou Kekai Sheng Xiawu Zheng Ke Li Xing Sun Yonghong Tian Jie Chen Rongrong Ji ViT 163 55 0 23 Mar 2022
CF-ViT: A General Coarse-to-Fine Method for Vision TransformerAAAI Conference on Artificial Intelligence (AAAI), 2022 Mengzhao Chen Mingbao Lin Ke Li Chunjiang Ge Yongjian Wu Jiayi Ji Rongrong Ji ViT 290 90 0 08 Mar 2022
Multi-Tailed Vision Transformer for Efficient InferenceNeural Networks (NN), 2022 Yunke Wang Bo Du Wenyuan Wang Chang Xu ViT 518 10 0 03 Mar 2022
UniFormer: Unifying Convolution and Self-attention for Visual RecognitionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Kunchang Li Yali Wang Junhao Zhang Shiyang Feng Guanglu Song Yu Liu Jiaming Song Yu Qiao ViT 423 509 0 24 Jan 2022
Multi-Dimensional Model Compression of Vision TransformerIEEE International Conference on Multimedia and Expo (ICME), 2021 Zejiang Hou S. Kung ViT 183 22 0 31 Dec 2021
Pale Transformer: A General Vision Transformer Backbone with Pale-Shaped AttentionAAAI Conference on Artificial Intelligence (AAAI), 2021 Sitong Wu Tianyi Wu Hao Hao Tan G. Guo ViT 222 83 0 28 Dec 2021
SPViT: Enabling Faster Vision Transformers via Soft Token PruningEuropean Conference on Computer Vision (ECCV), 2021 Zhenglun Kong Zhaoyang Han Xiaolong Ma Xin Meng Mengshu Sun ... Geng Yuan Bin Ren Minghai Qin Hao Tang Yanzhi Wang ViT 292 189 0 27 Dec 2021
ELSA: Enhanced Local Self-Attention for Vision Transformer Jingkai Zhou Pichao Wang Fan Wang Qiong Liu Hao Li Rong Jin ViT 203 44 0 23 Dec 2021
A Unified Pruning Framework for Vision Transformers Hao Yu Jianxin Wu ViT 167 68 0 30 Nov 2021
FQ-ViT: Post-Training Quantization for Fully Quantized Vision TransformerInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 Yang Lin Tianyu Zhang Peiqin Sun Zheng Li Shuchang Zhou ViT MQ 431 200 0 27 Nov 2021
SwinBERT: End-to-End Transformers with Sparse Attention for Video CaptioningComputer Vision and Pattern Recognition (CVPR), 2021 Kevin Qinghong Lin Linjie Li Chung-Ching Lin Faisal Ahmed Zhe Gan Zicheng Liu Yumao Lu Lijuan Wang ViT 278 294 0 25 Nov 2021
Self-slimmed Vision Transformer Zhuofan Zong Kunchang Li Guanglu Song Yali Wang Yu Qiao B. Leng Yu Liu ViT 278 43 0 24 Nov 2021
CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation Tongkun Xu Weihua Chen Pichao Wang Fan Wang Hao Li Rong Jin ViT 514 270 0 13 Sep 2021
Scaled ReLU Matters for Training Vision TransformersAAAI Conference on Artificial Intelligence (AAAI), 2021 Pichao Wang Qingsong Wen Haowen Luo Jingkai Zhou Zhipeng Zhou Fan Wang Hao Li Rong Jin 204 51 0 08 Sep 2021
StyTr $^2$ : Image Style Transfer with TransformersComputer Vision and Pattern Recognition (CVPR), 2021 Yingying Deng Fan Tang Weiming Dong Chongyang Ma Xingjia Pan Lei Wang Changsheng Xu ViT 285 353 0 30 May 2021
KVT: k-NN Attention for Boosting Vision TransformersEuropean Conference on Computer Vision (ECCV), 2021 Pichao Wang Qingsong Wen F. Wang Ming Lin Shuning Chang Hao Li Rong Jin ViT 229 128 0 28 May 2021

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Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer

3 August 2021

Papers citing "Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer"

32 / 82 papers shown

Title
Edge Enhanced Image Style Transfer via TransformersInternational Conference on Multimedia Retrieval (ICMR), 2023 Chi Zhang Jun Yang Zaiyan Dai Peng-Xia Cao 169 15 0 02 Jan 2023
SMMix: Self-Motivated Image Mixing for Vision TransformersIEEE International Conference on Computer Vision (ICCV), 2022 Mengzhao Chen Mingbao Lin Zhihang Lin Yuxin Zhang Jiayi Ji Rongrong Ji 236 14 0 26 Dec 2022
Most Important Person-guided Dual-branch Cross-Patch Attention for Group Affect RecognitionIEEE International Conference on Computer Vision (ICCV), 2022 Hongxia Xie Ming-Xian Lee Tzu-Jui Chen Hung-Jen Chen Hou-I Liu Hong-Han Shuai Wen-Huang Cheng CVBM 176 11 0 14 Dec 2022
Beyond Attentive Tokens: Incorporating Token Importance and Diversity for Efficient Vision TransformersComputer Vision and Pattern Recognition (CVPR), 2022 Sifan Long Z. Zhao Jimin Pi Sheng-sheng Wang Jingdong Wang 218 55 0 21 Nov 2022
Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer TrainingAAAI Conference on Artificial Intelligence (AAAI), 2022 Zhenglun Kong Haoyu Ma Geng Yuan Mengshu Sun Yanyue Xie ... Tianlong Chen Xiaolong Ma Xiaohui Xie Zinan Lin Yanzhi Wang ViT 288 28 0 19 Nov 2022
HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision TransformersInternational Symposium on High-Performance Computer Architecture (HPCA), 2022 Zhaoyang Han Mengshu Sun Alec Lu Yanyue Xie Li-Yu Daisy Liu ... Xin Meng Hao Sun Xue Lin Zhenman Fang Yanzhi Wang ViT 219 102 0 15 Nov 2022
S2WAT: Image Style Transfer via Hierarchical Vision Transformer using Strips Window AttentionAAAI Conference on Artificial Intelligence (AAAI), 2022 Chi Zhang Lu Zhou Lei Wang Zaiyan Dai Jun Yang ViT 402 46 0 22 Oct 2022
Q-ViT: Accurate and Fully Quantized Low-bit Vision TransformerNeural Information Processing Systems (NeurIPS), 2022 Yanjing Li Sheng Xu Baochang Zhang Xianbin Cao Penglei Gao Guodong Guo MQ ViT 197 127 0 13 Oct 2022
Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Weicong Liang Yuhui Yuan Henghui Ding Xiao Luo Weihong Lin Ding Jia Zheng Zhang Chao Zhang Hanhua Hu 229 38 0 03 Oct 2022
Adaptive Sparse ViT: Towards Learnable Adaptive Token Pruning by Fully Exploiting Self-AttentionInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Xiangcheng Liu Tianyi Wu Guodong Guo ViT 200 44 0 28 Sep 2022
Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Kailai Li Kailun Yang Haowen Shi Simon Reiß Kunyu Peng Chaoxiang Ma Haodong Fu Philip H. S. Torr Kaiwei Wang Rainer Stiefelhagen ViT MDE 262 50 0 25 Jul 2022
Towards Efficient Adversarial Training on Vision TransformersEuropean Conference on Computer Vision (ECCV), 2022 Boxi Wu Jindong Gu Zhifeng Li Deng Cai Xiaofei He Wei Liu ViT AAML 217 45 0 21 Jul 2022
Dynamic Spatial Sparsification for Efficient Vision Transformers and Convolutional Neural NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Yongming Rao Zuyan Liu Wenliang Zhao Jie Zhou Jiwen Lu ViT 210 49 0 04 Jul 2022
Super Vision TransformerInternational Journal of Computer Vision (IJCV), 2022 Mingbao Lin Mengzhao Chen Yuxin Zhang Chunjiang Ge Rongrong Ji Liujuan Cao ViT 372 28 0 23 May 2022
EdgeViTs: Competing Light-weight CNNs on Mobile Devices with Vision TransformersEuropean Conference on Computer Vision (ECCV), 2022 Junting Pan Adrian Bulat Fuwen Tan Xiatian Zhu Łukasz Dudziak Jiaming Song Georgios Tzimiropoulos Brais Martínez ViT 308 237 0 06 May 2022
The Devil is in the Frequency: Geminated Gestalt Autoencoder for Self-Supervised Visual Pre-TrainingAAAI Conference on Artificial Intelligence (AAAI), 2022 Hao Liu Xinghua Jiang Xin Li Antai Guo Deqiang Jiang Bo Ren 172 43 0 18 Apr 2022
Training-free Transformer Architecture SearchComputer Vision and Pattern Recognition (CVPR), 2022 Qinqin Zhou Kekai Sheng Xiawu Zheng Ke Li Xing Sun Yonghong Tian Jie Chen Rongrong Ji ViT 163 55 0 23 Mar 2022
CF-ViT: A General Coarse-to-Fine Method for Vision TransformerAAAI Conference on Artificial Intelligence (AAAI), 2022 Mengzhao Chen Mingbao Lin Ke Li Chunjiang Ge Yongjian Wu Jiayi Ji Rongrong Ji ViT 290 90 0 08 Mar 2022
Multi-Tailed Vision Transformer for Efficient InferenceNeural Networks (NN), 2022 Yunke Wang Bo Du Wenyuan Wang Chang Xu ViT 518 10 0 03 Mar 2022
UniFormer: Unifying Convolution and Self-attention for Visual RecognitionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Kunchang Li Yali Wang Junhao Zhang Shiyang Feng Guanglu Song Yu Liu Jiaming Song Yu Qiao ViT 423 509 0 24 Jan 2022
Multi-Dimensional Model Compression of Vision TransformerIEEE International Conference on Multimedia and Expo (ICME), 2021 Zejiang Hou S. Kung ViT 183 22 0 31 Dec 2021
Pale Transformer: A General Vision Transformer Backbone with Pale-Shaped AttentionAAAI Conference on Artificial Intelligence (AAAI), 2021 Sitong Wu Tianyi Wu Hao Hao Tan G. Guo ViT 222 83 0 28 Dec 2021
SPViT: Enabling Faster Vision Transformers via Soft Token PruningEuropean Conference on Computer Vision (ECCV), 2021 Zhenglun Kong Zhaoyang Han Xiaolong Ma Xin Meng Mengshu Sun ... Geng Yuan Bin Ren Minghai Qin Hao Tang Yanzhi Wang ViT 292 189 0 27 Dec 2021
ELSA: Enhanced Local Self-Attention for Vision Transformer Jingkai Zhou Pichao Wang Fan Wang Qiong Liu Hao Li Rong Jin ViT 203 44 0 23 Dec 2021
A Unified Pruning Framework for Vision Transformers Hao Yu Jianxin Wu ViT 167 68 0 30 Nov 2021
FQ-ViT: Post-Training Quantization for Fully Quantized Vision TransformerInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 Yang Lin Tianyu Zhang Peiqin Sun Zheng Li Shuchang Zhou ViT MQ 431 200 0 27 Nov 2021
SwinBERT: End-to-End Transformers with Sparse Attention for Video CaptioningComputer Vision and Pattern Recognition (CVPR), 2021 Kevin Qinghong Lin Linjie Li Chung-Ching Lin Faisal Ahmed Zhe Gan Zicheng Liu Yumao Lu Lijuan Wang ViT 278 294 0 25 Nov 2021
Self-slimmed Vision Transformer Zhuofan Zong Kunchang Li Guanglu Song Yali Wang Yu Qiao B. Leng Yu Liu ViT 278 43 0 24 Nov 2021
CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation Tongkun Xu Weihua Chen Pichao Wang Fan Wang Hao Li Rong Jin ViT 514 270 0 13 Sep 2021
Scaled ReLU Matters for Training Vision TransformersAAAI Conference on Artificial Intelligence (AAAI), 2021 Pichao Wang Qingsong Wen Haowen Luo Jingkai Zhou Zhipeng Zhou Fan Wang Hao Li Rong Jin 204 51 0 08 Sep 2021
StyTr $^2$ : Image Style Transfer with TransformersComputer Vision and Pattern Recognition (CVPR), 2021 Yingying Deng Fan Tang Weiming Dong Chongyang Ma Xingjia Pan Lei Wang Changsheng Xu ViT 285 353 0 30 May 2021
KVT: k-NN Attention for Boosting Vision TransformersEuropean Conference on Computer Vision (ECCV), 2021 Pichao Wang Qingsong Wen F. Wang Ming Lin Shuning Chang Hao Li Rong Jin ViT 229 128 0 28 May 2021