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2103.15808
Cited By
CvT: Introducing Convolutions to Vision Transformers
IEEE International Conference on Computer Vision (ICCV), 2021
29 March 2021
Haiping Wu
Bin Xiao
Noel Codella
Xiyang Dai
Xiyang Dai
Lu Yuan
Lei Zhang
ViT
Re-assign community
ArXiv (abs)
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HuggingFace (1 upvotes)
Github (227★)
Papers citing
"CvT: Introducing Convolutions to Vision Transformers"
50 / 860 papers shown
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CAE-Transformer: Transformer-based Model to Predict Invasiveness of Lung Adenocarcinoma Subsolid Nodules from Non-thin Section 3D CT Scans
Shahin Heidarian
Parnian Afshar
A. Oikonomou
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Arash Mohammadi
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226
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CyTran: A Cycle-Consistent Transformer with Multi-Level Consistency for Non-Contrast to Contrast CT Translation
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A. Miron
O. Savencu
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N. Verga
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Radu Tudor Ionescu
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500
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Global Vision Transformer Pruning with Hessian-Aware Saliency
Computer Vision and Pattern Recognition (CVPR), 2021
Huanrui Yang
Hongxu Yin
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Pavlo Molchanov
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Adversarial Token Attacks on Vision Transformers
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Gauri Jagatap
Chinmay Hegde
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193
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PHNNs: Lightweight Neural Networks via Parameterized Hypercomplex Convolutions
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Danilo Comminiello
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UniNet: Unified Architecture Search with Convolution, Transformer, and MLP
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Jiaming Song
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233
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Adil Karjauv
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259
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3rd Place Solution to Google Landmark Recognition Competition 2021
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Weimin Wang
Shuai Liu
Yong Wang
Yuxiang Tang
Tianling Bian
Yanyu Yan
Qi She
Cheng Yang
3DPC
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Ripple Attention for Visual Perception with Sub-quadratic Complexity
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253
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320
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Arijit Sehanobish
H. Corzo
154
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Qiran Jia
Hai Shu
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236
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Sai Mitheran
Juhi Kamdar
Meet Gandhi
186
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Zekun Li
Yufan Liu
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Weiming Hu
Kebin Wu
Chengwei Peng
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144
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Primer: Searching for Efficient Transformers for Language Modeling
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Wojciech Mañke
Hanxiao Liu
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Quoc V. Le
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410
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Jia Li
Hongyu Li
Longhao Xu
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229
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LibFewShot: A Comprehensive Library for Few-shot Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Wenbin Li
Ziyi
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Xuesong Yang
C. Dong
...
Jing Huo
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Jiebo Luo
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413
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10 Sep 2021
Towards Transferable Adversarial Attacks on Vision Transformers
AAAI Conference on Artificial Intelligence (AAAI), 2021
Zhipeng Wei
Yue Yu
Micah Goldblum
Zuxuan Wu
Tom Goldstein
Yu-Gang Jiang
ViT
AAML
345
141
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09 Sep 2021
Scaled ReLU Matters for Training Vision Transformers
AAAI Conference on Artificial Intelligence (AAAI), 2021
Pichao Wang
Qingsong Wen
Haowen Luo
Jingkai Zhou
Zhipeng Zhou
Fan Wang
Hao Li
Rong Jin
244
52
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08 Sep 2021
Searching for Efficient Multi-Stage Vision Transformers
Yi-Lun Liao
S. Karaman
Vivienne Sze
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113
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Hire-MLP: Vision MLP via Hierarchical Rearrangement
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Yehui Tang
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Xinghao Chen
Han Wu
Chao Xu
Chang Xu
Yunhe Wang
281
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30 Aug 2021
A Battle of Network Structures: An Empirical Study of CNN, Transformer, and MLP
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Guangting Wang
Chuanxin Tang
Chong Luo
Wenjun Zeng
Zhengjun Zha
175
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30 Aug 2021
Reiterative Domain Aware Multi-Target Adaptation
German Conference on Pattern Recognition (DAGM), 2021
Sudipan Saha
Shan Zhao
Nasrullah Sheikh
Xiao Xiang Zhu
169
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26 Aug 2021
Shifted Chunk Transformer for Spatio-Temporal Representational Learning
Neural Information Processing Systems (NeurIPS), 2021
Xuefan Zha
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Tingxun Lv
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AI4TS
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308
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Transformers predicting the future. Applying attention in next-frame and time series forecasting
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Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers
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Mobile-Former: Bridging MobileNet and Transformer
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Yinpeng Chen
Xiyang Dai
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863
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ICAF: Iterative Contrastive Alignment Framework for Multimodal Abstractive Summarization
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176
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TriTransNet: RGB-D Salient Object Detection with a Triplet Transformer Embedding Network
ACM Multimedia (ACM MM), 2021
Zhengyi Liu
Yuan Wang
Zhengzheng Tu
Yun Xiao
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ViT
310
167
0
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Armour: Generalizable Compact Self-Attention for Vision Transformers
Lingchuan Meng
ViT
62
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Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer
Yifan Xu
Zhijie Zhang
Mengdan Zhang
Kekai Sheng
Ke Li
Weiming Dong
Liqing Zhang
Changsheng Xu
Xing Sun
ViT
374
263
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03 Aug 2021
CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention
International Conference on Learning Representations (ICLR), 2021
Wenxiao Wang
Lulian Yao
Long Chen
Binbin Lin
Deng Cai
Xiaofei He
Wei Liu
506
343
0
31 Jul 2021
Query2Label: A Simple Transformer Way to Multi-Label Classification
Shilong Liu
Lei Zhang
Xiao Yang
Hang Su
Jun Zhu
200
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CycleMLP: A MLP-like Architecture for Dense Prediction
International Conference on Learning Representations (ICLR), 2021
Shoufa Chen
Enze Xie
Chongjian Ge
Runjian Chen
Ding Liang
Ping Luo
395
253
0
21 Jul 2021
FLAT: An Optimized Dataflow for Mitigating Attention Bottlenecks
Sheng-Chun Kao
Suvinay Subramanian
Gaurav Agrawal
Amir Yazdanbakhsh
T. Krishna
457
88
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13 Jul 2021
Visual Parser: Representing Part-whole Hierarchies with Transformers
Shuyang Sun
Xiaoyu Yue
S. Bai
Juil Sock
234
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Locally Enhanced Self-Attention: Combining Self-Attention and Convolution as Local and Context Terms
Chenglin Yang
Siyuan Qiao
Adam Kortylewski
Alan Yuille
261
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Local-to-Global Self-Attention in Vision Transformers
Jinpeng Li
Manwen Liao
Tianran Ouyang
Xiaokang Yang
Ling Shao
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121
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ViTGAN: Training GANs with Vision Transformers
International Conference on Learning Representations (ICLR), 2021
Kwonjoon Lee
Huiwen Chang
Lu Jiang
Han Zhang
Zhuowen Tu
Ce Liu
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351
220
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Pranav Jeevan
Amit Sethi
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178
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Long-Short Transformer: Efficient Transformers for Language and Vision
Chen Zhu
Ming-Yu Liu
Chaowei Xiao
Mohammad Shoeybi
Tom Goldstein
Anima Anandkumar
Bryan Catanzaro
ViT
VLM
442
161
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05 Jul 2021
CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows
Xiaoyi Dong
Jianmin Bao
Dongdong Chen
Weiming Zhang
Nenghai Yu
Lu Yuan
Dong Chen
B. Guo
ViT
795
1,236
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AutoFormer: Searching Transformers for Visual Recognition
Minghao Chen
Houwen Peng
Jianlong Fu
Haibin Ling
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300
322
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Global Filter Networks for Image Classification
Yongming Rao
Wenliang Zhao
Zheng Zhu
Jiwen Lu
Jie Zhou
ViT
303
611
0
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Focal Self-attention for Local-Global Interactions in Vision Transformers
Jianwei Yang
Chunyuan Li
Pengchuan Zhang
Xiyang Dai
Bin Xiao
Lu Yuan
Jianfeng Gao
ViT
353
501
0
01 Jul 2021
Rethinking Token-Mixing MLP for MLP-based Vision Backbone
British Machine Vision Conference (BMVC), 2021
Tan Yu
Xu Li
Yunfeng Cai
Mingming Sun
Ping Li
197
27
0
28 Jun 2021
Early Convolutions Help Transformers See Better
Neural Information Processing Systems (NeurIPS), 2021
Tete Xiao
Mannat Singh
Eric Mintun
Trevor Darrell
Piotr Dollár
Ross B. Girshick
377
887
0
28 Jun 2021
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