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Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding
IEEE International Conference on Computer Vision (ICCV), 2021
29 March 2021
Pengchuan Zhang
Xiyang Dai
Jianwei Yang
Bin Xiao
Lu Yuan
Lei Zhang
Jianfeng Gao
ViT
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Papers citing
"Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding"
50 / 197 papers shown
Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
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Ding Jia
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259
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MobileViTv3: Mobile-Friendly Vision Transformer with Simple and Effective Fusion of Local, Global and Input Features
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313
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30 Sep 2022
MAFormer: A Transformer Network with Multi-scale Attention Fusion for Visual Recognition
Neurocomputing (Neurocomputing), 2022
Y. Wang
H. Sun
Xiaodi Wang
Bin Zhang
Chaonan Li
Ying Xin
Baochang Zhang
Errui Ding
Shumin Han
ViT
162
22
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31 Aug 2022
ClusTR: Exploring Efficient Self-attention via Clustering for Vision Transformers
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Jianpeng Zhang
Yong-quan Xia
Anton Van Den Hengel
Qi Wu
186
7
0
28 Aug 2022
gSwin: Gated MLP Vision Model with Hierarchical Structure of Shifted Window
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Mocho Go
Hideyuki Tachibana
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166
11
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24 Aug 2022
Local Perception-Aware Transformer for Aerial Tracking
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022
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Wei Peng
Sihang Li
Junjie Ye
Ziang Cao
238
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01 Aug 2022
Global-Local Self-Distillation for Visual Representation Learning
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Tim Lebailly
Tinne Tuytelaars
SSL
138
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29 Jul 2022
Convolutional Embedding Makes Hierarchical Vision Transformer Stronger
European Conference on Computer Vision (ECCV), 2022
Cong Wang
Hongmin Xu
Xiong Zhang
Li Wang
Zhitong Zheng
Haifeng Liu
ViT
111
29
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27 Jul 2022
Efficient High-Resolution Deep Learning: A Survey
ACM Computing Surveys (ACM CSUR), 2022
Arian Bakhtiarnia
Qi Zhang
Alexandros Iosifidis
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363
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26 Jul 2022
EleGANt: Exquisite and Locally Editable GAN for Makeup Transfer
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Chenyu Yang
W. He
Yingqing Xu
Yang Gao
DiffM
174
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20 Jul 2022
Vision Transformers: From Semantic Segmentation to Dense Prediction
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Li Zhang
Jiachen Lu
Sixiao Zheng
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Xiatian Zhu
Yanwei Fu
Tao Xiang
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Philip H. S. Torr
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281
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International Conference on Machine Learning (ICML), 2022
Chen Huang
Walter A. Talbott
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201
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Softmax-free Linear Transformers
International Journal of Computer Vision (IJCV), 2022
Jiachen Lu
Junge Zhang
Xiatian Zhu
Jianfeng Feng
Tao Xiang
Li Zhang
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219
15
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05 Jul 2022
SALO: An Efficient Spatial Accelerator Enabling Hybrid Sparse Attention Mechanisms for Long Sequences
Design Automation Conference (DAC), 2022
Guan Shen
Jieru Zhao
Quan Chen
Jingwen Leng
Chong Li
Minyi Guo
277
40
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29 Jun 2022
Vicinity Vision Transformer
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Weixuan Sun
Zhen Qin
Huiyuan Deng
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Yi Zhang
Kaihao Zhang
Nick Barnes
Stan Birchfield
Lingpeng Kong
Yiran Zhong
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225
45
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21 Jun 2022
SimA: Simple Softmax-free Attention for Vision Transformers
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Soroush Abbasi Koohpayegani
Hamed Pirsiavash
306
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17 Jun 2022
Patch-level Representation Learning for Self-supervised Vision Transformers
Computer Vision and Pattern Recognition (CVPR), 2022
Sukmin Yun
Hankook Lee
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Jinwoo Shin
ViT
293
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16 Jun 2022
Scaleformer: Iterative Multi-scale Refining Transformers for Time Series Forecasting
International Conference on Learning Representations (ICLR), 2022
Amin Shabani
A. Abdi
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Tristan Sylvain
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306
93
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08 Jun 2022
Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning
Computer Vision and Pattern Recognition (CVPR), 2022
Richard J. Chen
Chengkuan Chen
Yicong Li
Tiffany Y. Chen
A. Trister
Rahul G. Krishnan
Faisal Mahmood
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Universal Photometric Stereo Network using Global Lighting Contexts
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EAANet: Efficient Attention Augmented Convolutional Networks
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Tianshu Zhu
70
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03 Jun 2022
HiViT: Hierarchical Vision Transformer Meets Masked Image Modeling
Xiaosong Zhang
Yunjie Tian
Wei Huang
QiXiang Ye
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Lingxi Xie
Qi Tian
255
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30 May 2022
Temporal Latent Bottleneck: Synthesis of Fast and Slow Processing Mechanisms in Sequence Learning
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Aniket Didolkar
Kshitij Gupta
Anirudh Goyal
Nitesh B. Gundavarapu
Alex Lamb
Nan Rosemary Ke
Yoshua Bengio
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492
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30 May 2022
Fast Vision Transformers with HiLo Attention
Neural Information Processing Systems (NeurIPS), 2022
Zizheng Pan
Jianfei Cai
Bohan Zhuang
448
249
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Neural Information Processing Systems (NeurIPS), 2022
Chenyang Si
Weihao Yu
Pan Zhou
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Xinchao Wang
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354
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25 May 2022
ASSET: Autoregressive Semantic Scene Editing with Transformers at High Resolutions
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Sandesh Shetty
Tobias Hinz
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E. Kalogerakis
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193
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The Wisdom of Crowds: Temporal Progressive Attention for Early Action Prediction
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Transformation Invariant Cancerous Tissue Classification Using Spatially Transformed DenseNet
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VSA: Learning Varied-Size Window Attention in Vision Transformers
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Qiming Zhang
Yufei Xu
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234
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Safe Self-Refinement for Transformer-based Domain Adaptation
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194
119
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Steven Walton
Jiacheng Li
Shengjia Li
Humphrey Shi
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414
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14 Apr 2022
Linear Complexity Randomized Self-attention Mechanism
International Conference on Machine Learning (ICML), 2022
Lin Zheng
Chong-Jun Wang
Lingpeng Kong
206
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10 Apr 2022
DaViT: Dual Attention Vision Transformers
European Conference on Computer Vision (ECCV), 2022
Mingyu Ding
Bin Xiao
Noel Codella
Ping Luo
Jingdong Wang
Lu Yuan
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382
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07 Apr 2022
Unified Contrastive Learning in Image-Text-Label Space
Computer Vision and Pattern Recognition (CVPR), 2022
Jianwei Yang
Chunyuan Li
Pengchuan Zhang
Bin Xiao
Ce Liu
Lu Yuan
Jianfeng Gao
VLM
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311
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Xiaohui Huang
Xinggang Wang
Bo Yang
Botao He
Wenyu Liu
Bin Feng
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288
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Haotian Liu
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147
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VPTR: Efficient Transformers for Video Prediction
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242
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Razvan-Gabriel Cirstea
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Tung Kieu
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327
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Nojun Kwak
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240
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Xuantong Liu
Fan Liu
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218
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Changlin Li
Guangrun Wang
Yun Xiao
Qing Du
Xiaodan Liang
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195
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Chunyuan Li
Xiyang Dai
Lu Yuan
Jianfeng Gao
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384
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Yuming Liu
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280
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Dynamic Group Transformer: A General Vision Transformer Backbone with Dynamic Group Attention
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Tianyi Wu
Cong Liu
Guodong Guo
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296
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Zhiheng Ma
Rongrong Ji
Yaowei Wang
Xiaopeng Hong
214
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Wei-Ping Huang
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150
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Shalini De Mello
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Wonmin Byeon
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760
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Shuguang Dou
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245
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287
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