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iBOT: Image BERT Pre-Training with Online Tokenizer
15 November 2021
Jinghao Zhou
Chen Wei
Huiyu Wang
Wei Shen
Cihang Xie
Alan Yuille
Tao Kong
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Papers citing
"iBOT: Image BERT Pre-Training with Online Tokenizer"
50 / 607 papers shown
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Extreme Masking for Learning Instance and Distributed Visual Representations
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Spatial Entropy as an Inductive Bias for Vision Transformers
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Yutong Bai
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248
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07 Jun 2022
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307
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Siamese Image Modeling for Self-Supervised Vision Representation Learning
Computer Vision and Pattern Recognition (CVPR), 2022
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Bin Li
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Jifeng Dai
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301
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02 Jun 2022
Exploring Advances in Transformers and CNN for Skin Lesion Diagnosis on Small Datasets
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Leandro M. de Lima
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148
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30 May 2022
Self-Supervised Visual Representation Learning with Semantic Grouping
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GMML is All you Need
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198
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A Closer Look at Self-Supervised Lightweight Vision Transformers
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Jin Gao
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Weiming Hu
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286
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28 May 2022
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Renrui Zhang
Ziyu Guo
Rongyao Fang
Bingyan Zhao
Dong Wang
Yu Qiao
Jiaming Song
Shiyang Feng
3DPC
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28 May 2022
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International Conference on Machine Learning (ICML), 2022
Siyuan Li
Di Wu
Fang Wu
Lei Shang
Stan.Z.Li
228
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27 May 2022
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Chongjian Ge
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Ping Luo
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26 May 2022
Green Hierarchical Vision Transformer for Masked Image Modeling
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Lang Huang
Shan You
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Chao Qian
T. Yamasaki
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26 May 2022
HIRL: A General Framework for Hierarchical Image Representation Learning
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Yi Xu
Bingbing Ni
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153
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MixMAE: Mixed and Masked Autoencoder for Efficient Pretraining of Hierarchical Vision Transformers
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Xin Huang
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Decoder Denoising Pretraining for Semantic Segmentation
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Niki Parmar
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487
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23 May 2022
A Study on Transformer Configuration and Training Objective
International Conference on Machine Learning (ICML), 2022
Fuzhao Xue
Jianghai Chen
Aixin Sun
Xiaozhe Ren
Zangwei Zheng
Xiaoxin He
Yongming Chen
Xin Jiang
Yang You
208
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21 May 2022
Uniform Masking: Enabling MAE Pre-training for Pyramid-based Vision Transformers with Locality
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Wenhai Wang
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305
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20 May 2022
Masked Image Modeling with Denoising Contrast
International Conference on Learning Representations (ICLR), 2022
Kun Yi
Yixiao Ge
Xiaotong Li
Shusheng Yang
Dian Li
Jianping Wu
Ying Shan
Xiaohu Qie
VLM
209
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19 May 2022
Integrally Migrating Pre-trained Transformer Encoder-decoders for Visual Object Detection
IEEE International Conference on Computer Vision (ICCV), 2022
Yifan Zhang
Xiaosong Zhang
Zhiliang Peng
Zonghao Guo
Fang Wan
Xian-Wei Ji
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Multiplexed Immunofluorescence Brain Image Analysis Using Self-Supervised Dual-Loss Adaptive Masked Autoencoder
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206
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ConvMAE: Masked Convolution Meets Masked Autoencoders
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MILES: Visual BERT Pre-training with Injected Language Semantics for Video-text Retrieval
European Conference on Computer Vision (ECCV), 2022
Yuying Ge
Yixiao Ge
Xihui Liu
Alex Jinpeng Wang
Jianping Wu
Ying Shan
Xiaohu Qie
Ping Luo
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162
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26 Apr 2022
A Masked Image Reconstruction Network for Document-level Relation Extraction
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Yidong Cheng
135
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The Devil is in the Frequency: Geminated Gestalt Autoencoder for Self-Supervised Visual Pre-Training
AAAI Conference on Artificial Intelligence (AAAI), 2022
Hao Liu
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Xin Li
Antai Guo
Deqiang Jiang
Bo Ren
188
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18 Apr 2022
Masked Siamese Networks for Label-Efficient Learning
European Conference on Computer Vision (ECCV), 2022
Mahmoud Assran
Mathilde Caron
Ishan Misra
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Florian Bordes
Pascal Vincent
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14 Apr 2022
DeiT III: Revenge of the ViT
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Matthieu Cord
Edouard Grave
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287
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Evaluating Vision Transformer Methods for Deep Reinforcement Learning from Pixels
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Daniele Reda
M. van de Panne
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209
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Representation Learning by Detecting Incorrect Location Embeddings
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Simon Jenni
Paolo Favaro
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226
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10 Apr 2022
Unleashing Vanilla Vision Transformer with Masked Image Modeling for Object Detection
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Yuxin Fang
Shusheng Yang
Shijie Wang
Yixiao Ge
Ying Shan
Xinggang Wang
243
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06 Apr 2022
MultiMAE: Multi-modal Multi-task Masked Autoencoders
European Conference on Computer Vision (ECCV), 2022
Roman Bachmann
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Andrei Atanov
Amir Zamir
427
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Self-distillation Augmented Masked Autoencoders for Histopathological Image Classification
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2022
Yang Luo
Zhineng Chen
Shengtian Zhou
Xieping Gao
289
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In-N-Out Generative Learning for Dense Unsupervised Video Segmentation
ACM Multimedia (ACM MM), 2022
Xiaomiao Pan
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Huiling Zhou
Chang Zhou
Hongxia Yang
Jingren Zhou
Yi Yang
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Geonmo Gu
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Single-Stream Multi-Level Alignment for Vision-Language Pretraining
European Conference on Computer Vision (ECCV), 2022
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S. Schulter
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356
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CP2: Copy-Paste Contrastive Pretraining for Semantic Segmentation
European Conference on Computer Vision (ECCV), 2022
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Wei Shen
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22 Mar 2022
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European Conference on Computer Vision (ECCV), 2022
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Matthieu Cord
Alaaeldin El-Nouby
Jakob Verbeek
Edouard Grave
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247
155
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MVP: Multimodality-guided Visual Pre-training
European Conference on Computer Vision (ECCV), 2022
Longhui Wei
Lingxi Xie
Wen-gang Zhou
Houqiang Li
Qi Tian
236
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10 Mar 2022
DiT: Self-supervised Pre-training for Document Image Transformer
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Yiheng Xu
Tengchao Lv
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400
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Xinggang Wang
Furu Wei
303
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Context Autoencoder for Self-Supervised Representation Learning
International Journal of Computer Vision (IJCV), 2022
Xiaokang Chen
Mingyu Ding
Xiaodi Wang
Ying Xin
Shentong Mo
Yunhao Wang
Shumin Han
Ping Luo
Gang Zeng
Jingdong Wang
SSL
487
454
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07 Feb 2022
Adversarial Masking for Self-Supervised Learning
International Conference on Machine Learning (ICML), 2022
Yuge Shi
N. Siddharth
Juil Sock
Adam R. Kosiorek
SSL
448
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31 Jan 2022
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