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2112.09133
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Masked Feature Prediction for Self-Supervised Visual Pre-Training
16 December 2021
Chen Wei
Haoqi Fan
Saining Xie
Chaoxia Wu
Alan Yuille
Christoph Feichtenhofer
ViT
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Papers citing
"Masked Feature Prediction for Self-Supervised Visual Pre-Training"
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21 Jun 2023
MOFI: Learning Image Representations from Noisy Entity Annotated Images
International Conference on Learning Representations (ICLR), 2023
Wentao Wu
Aleksei Timofeev
Chen Chen
Bowen Zhang
Kun Duan
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Yantao Zheng
Jonathon Shlens
Xianzhi Du
Zhe Gan
Yinfei Yang
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241
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13 Jun 2023
Learning to Mask and Permute Visual Tokens for Vision Transformer Pre-Training
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Roberto Amoroso
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379
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12 Jun 2023
Global and Local Semantic Completion Learning for Vision-Language Pre-training
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Rong-Cheng Tu
Yatai Ji
Jie Jiang
Weijie Kong
Chengfei Cai
Wenzhe Zhao
Hongfa Wang
Yujiu Yang
Wei Liu
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252
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12 Jun 2023
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Mingming Zhao
Shanxin Yuan
Wenlong Lyu
Wen-gang Zhou
Houqiang Li
Yanfeng Wang
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226
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Changyao Tian
Chenxin Tao
Jifeng Dai
Hao Li
Ziheng Li
Lewei Lu
Xiaogang Wang
Jiaming Song
Gao Huang
Xizhou Zhu
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192
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08 Jun 2023
R-MAE: Regions Meet Masked Autoencoders
International Conference on Learning Representations (ICLR), 2023
Duy-Kien Nguyen
Vaibhav Aggarwal
Yanghao Li
Martin R. Oswald
Alexander Kirillov
Cees G. M. Snoek
Xinlei Chen
TPM
293
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Asymmetric Patch Sampling for Contrastive Learning
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Chen Shen
Jianzhong Chen
Shu Wang
Hulin Kuang
Jin Liu
Jianxin Wang
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243
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05 Jun 2023
rPPG-MAE: Self-supervised Pre-training with Masked Autoencoders for Remote Physiological Measurement
IEEE transactions on multimedia (IEEE TMM), 2023
Xin Liu
Yuting Zhang
Zitong Yu
Hao Lu
Huanjing Yue
Jingyu Yang
218
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04 Jun 2023
Recent Advances of Local Mechanisms in Computer Vision: A Survey and Outlook of Recent Work
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Yilong Yin
300
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02 Jun 2023
Masked Autoencoder for Unsupervised Video Summarization
Minho Shim
Taeoh Kim
Jinhyung Kim
Dongyoon Wee
169
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02 Jun 2023
Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles
International Conference on Machine Learning (ICML), 2023
Chaitanya K. Ryali
Yuan-Ting Hu
Daniel Bolya
Chen Wei
Haoqi Fan
...
Omid Poursaeed
Judy Hoffman
Jitendra Malik
Yanghao Li
Christoph Feichtenhofer
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305
301
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01 Jun 2023
Masked Autoencoders with Multi-Window Local-Global Attention Are Better Audio Learners
International Conference on Learning Representations (ICLR), 2023
Sarthak Yadav
Sergios Theodoridis
Lars Kai Hansen
Zheng-Hua Tan
251
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01 Jun 2023
A Novel Driver Distraction Behavior Detection Method Based on Self-supervised Learning with Masked Image Modeling
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Yingzhi Zhang
Taiguo Li
Chong Li
Xinghong Zhou
381
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01 Jun 2023
MiniSUPERB: Lightweight Benchmark for Self-supervised Speech Models
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Huan Chen
Kai-Wei Chang
Winston H. Hsu
Hung-yi Lee
450
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30 May 2023
Image as First-Order Norm+Linear Autoregression: Unveiling Mathematical Invariance
Yinpeng Chen
Xiyang Dai
Dongdong Chen
Xiyang Dai
Lu Yuan
Zicheng Liu
Youzuo Lin
227
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25 May 2023
RoMa: Robust Dense Feature Matching
Computer Vision and Pattern Recognition (CVPR), 2023
Johan Edstedt
Qiyu Sun
Georg Bökman
Maarten Wadenback
Michael Felsberg
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350
228
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24 May 2023
Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training
Utku Ozbulak
Hyun Jung Lee
Beril Boga
Esla Timothy Anzaku
Ho-min Park
Arnout Van Messem
W. D. Neve
J. Vankerschaver
DiffM
259
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23 May 2023
SurgMAE: Masked Autoencoders for Long Surgical Video Analysis
Muhammad Abdullah Jamal
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180
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19 May 2023
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Peng Wang
Shijie Wang
Junyang Lin
Shuai Bai
Xiaohuan Zhou
Jingren Zhou
Xinggang Wang
Chang Zhou
VLM
MLLM
ObjD
582
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18 May 2023
A Survey on Time-Series Pre-Trained Models
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023
Qianli Ma
Ziqiang Liu
Zhenjing Zheng
Ziyang Huang
Siying Zhu
Zhongzhong Yu
James T. Kwok
AI4TS
282
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18 May 2023
GeoMAE: Masked Geometric Target Prediction for Self-supervised Point Cloud Pre-Training
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Xiaoyu Tian
Haoxi Ran
Yue Wang
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ViT
133
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15 May 2023
Medical supervised masked autoencoders: Crafting a better masking strategy and efficient fine-tuning schedule for medical image classification
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Yuan Chang
Xuesong Yin
Binling Nie
184
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Self-supervised Pre-training with Masked Shape Prediction for 3D Scene Understanding
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Li Jiang
Zetong Yang
Shaoshuai Shi
Vladislav Golyanik
Dengxin Dai
Bernt Schiele
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250
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08 May 2023
Annotation-efficient learning for OCT segmentation
Biomedical Optics Express (BOE), 2023
Haoran Zhang
Jianlong Yang
Ce Zheng
Shiqing Zhao
Aili Zhang
MedIm
542
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06 May 2023
What Do Self-Supervised Vision Transformers Learn?
International Conference on Learning Representations (ICLR), 2023
Namuk Park
Wonjae Kim
Byeongho Heo
Taekyung Kim
Sangdoo Yun
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300
103
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Improve Video Representation with Temporal Adversarial Augmentation
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Jinhao Duan
Quanfu Fan
Hao-Ran Cheng
Xiaoshuang Shi
Kaidi Xu
AAML
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238
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28 Apr 2023
Self-Supervised Multi-Object Tracking For Autonomous Driving From Consistency Across Timescales
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Christopher Lang
Alexander Braun
Lars Schillingmann
Abhinav Valada
181
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Img2Vec: A Teacher of High Token-Diversity Helps Masked AutoEncoders
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Chenyang Liu
Wenxiao Wang
Liejie Yuan
Hongfa Wang
Zhifeng Li
Wen Liu
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142
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Jiaya Jia
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165
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FreMIM: Fourier Transform Meets Masked Image Modeling for Medical Image Segmentation
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Jing Wang
Chen Chen
Jianbo Jiao
Yuanxiu Cai
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Transformer-Based Visual Segmentation: A Survey
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3D Feature Prediction for Masked-AutoEncoder-Based Point Cloud Pretraining
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Hao Pan
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K. Mangalam
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Hu Xu
Huiyu Wang
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Complementary Random Masking for RGB-Thermal Semantic Segmentation
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357
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VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking
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Bingkun Huang
Zhiyu Zhao
Zhan Tong
Yinan He
Yi Wang
Yali Wang
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379
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Yali Wang
Yizhuo Li
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528
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