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2012.09259
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ISD: Self-Supervised Learning by Iterative Similarity Distillation
IEEE International Conference on Computer Vision (ICCV), 2020
16 December 2020
Ajinkya Tejankar
Soroush Abbasi Koohpayegani
Vipin Pillai
Paolo Favaro
Hamed Pirsiavash
SSL
Re-assign community
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Papers citing
"ISD: Self-Supervised Learning by Iterative Similarity Distillation"
34 / 34 papers shown
Federated Graph Semantic and Structural Learning
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Relational Self-supervised Distillation with Compact Descriptors for Image Copy Detection
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Meta Co-Training: Two Views are Better than One
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29 Nov 2023
An Efficient Self-Supervised Cross-View Training For Sentence Embedding
Transactions of the Association for Computational Linguistics (TACL), 2023
Peerat Limkonchotiwat
Wuttikorn Ponwitayarat
Lalita Lowphansirikul
Can Udomcharoenchaikit
Ekapol Chuangsuwanich
Sarana Nutanong
SSL
AI4TS
232
5
0
06 Nov 2023
I
2
^2
2
MD: 3D Action Representation Learning with Inter- and Intra-modal Mutual Distillation
Yunyao Mao
Jiajun Deng
Wen-gang Zhou
Zhenbo Lu
Wanli Ouyang
Houqiang Li
VLM
283
0
0
24 Oct 2023
Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Wenke Huang
J. J. Valero-Mas
Dasaem Jeong
Bo Du
FedML
262
87
0
28 Sep 2023
MSVQ: Self-Supervised Learning with Multiple Sample Views and Queues
Knowledge-Based Systems (KBS), 2023
Chengwei Peng
Xianzhong Long
Yun Li
SSL
264
3
0
09 May 2023
A Cookbook of Self-Supervised Learning
Randall Balestriero
Mark Ibrahim
Vlad Sobal
Ari S. Morcos
Shashank Shekhar
...
Pierre Fernandez
Amir Bar
Hamed Pirsiavash
Yann LeCun
Micah Goldblum
SyDa
FedML
SSL
519
377
0
24 Apr 2023
Multi-Mode Online Knowledge Distillation for Self-Supervised Visual Representation Learning
Computer Vision and Pattern Recognition (CVPR), 2023
Kaiyou Song
Jin Xie
Shanyi Zhang
Zimeng Luo
413
37
0
13 Apr 2023
Defending Against Patch-based Backdoor Attacks on Self-Supervised Learning
Computer Vision and Pattern Recognition (CVPR), 2023
Ajinkya Tejankar
Maziar Sanjabi
Qifan Wang
Sinong Wang
Hamed Firooz
Hamed Pirsiavash
L Tan
AAML
243
32
0
04 Apr 2023
Constructive Assimilation: Boosting Contrastive Learning Performance through View Generation Strategies
Ligong Han
Seung-Jun Han
Shivchander Sudalairaj
Charlotte Loh
Rumen Dangovski
...
Pulkit Agrawal
Dimitris N. Metaxas
Leonid Karlinsky
Tsui-Wei Weng
Akash Srivastava
325
4
0
02 Apr 2023
DualFair: Fair Representation Learning at Both Group and Individual Levels via Contrastive Self-supervision
The Web Conference (WWW), 2023
Sungwon Han
Seungeon Lee
Fangzhao Wu
Sundong Kim
Chuhan Wu
Xiting Wang
Xing Xie
M. Cha
FaML
184
16
0
15 Mar 2023
Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective
Neural Information Processing Systems (NeurIPS), 2023
Chenyu You
Weicheng Dai
Yifei Min
Fenglin Liu
David Clifton
S. Kevin Zhou
Lawrence H. Staib
James S Duncan
653
121
0
03 Feb 2023
Transferring Pre-trained Multimodal Representations with Cross-modal Similarity Matching
Neural Information Processing Systems (NeurIPS), 2023
Byoungjip Kim
Sun Choi
Dasol Hwang
Moontae Lee
Honglak Lee
247
19
0
07 Jan 2023
Semantics-Consistent Feature Search for Self-Supervised Visual Representation Learning
IEEE International Conference on Computer Vision (ICCV), 2022
Kaiyou Song
Shanyi Zhang
Zihao An
Zimeng Luo
Tongzhou Wang
Jin Xie
SSL
248
10
0
13 Dec 2022
Masked Video Distillation: Rethinking Masked Feature Modeling for Self-supervised Video Representation Learning
Computer Vision and Pattern Recognition (CVPR), 2022
Rui Wang
Dongdong Chen
Zuxuan Wu
Yinpeng Chen
Xiyang Dai
Xiyang Dai
Lu Yuan
Yu-Gang Jiang
VGen
417
124
0
08 Dec 2022
Beyond Instance Discrimination: Relation-aware Contrastive Self-supervised Learning
IEEE transactions on multimedia (IEEE TMM), 2022
Yifei Zhang
Chang-rui Liu
Can Ma
Weiping Wang
QiXiang Ye
Xiangyang Ji
SSL
ISeg
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221
10
0
02 Nov 2022
Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited Labels
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Chenyu You
Weicheng Dai
Fenglin Liu
Yifei Min
Haoran Su
Xiaoran Zhang
Xiaoxiao Li
David Clifton
Lawrence H. Staib
James S. Duncan
779
93
0
27 Sep 2022
CMD: Self-supervised 3D Action Representation Learning with Cross-modal Mutual Distillation
European Conference on Computer Vision (ECCV), 2022
Yunyao Mao
Wen-gang Zhou
Zhenbo Lu
Jiajun Deng
Houqiang Li
405
72
0
26 Aug 2022
FedX: Unsupervised Federated Learning with Cross Knowledge Distillation
European Conference on Computer Vision (ECCV), 2022
Sungwon Han
Sungwon Park
Fangzhao Wu
Sundong Kim
Chuhan Wu
Xing Xie
M. Cha
FedML
275
87
0
19 Jul 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
344
41
0
17 Jun 2022
Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-aware Contrastive Distillation
Information Processing in Medical Imaging (IPMI), 2022
Chenyu You
Weichen Dai
Yifei Min
Lawrence H. Staib
James S. Duncan
408
99
0
06 Jun 2022
3D-Augmented Contrastive Knowledge Distillation for Image-based Object Pose Estimation
International Conference on Multimedia Retrieval (ICMR), 2022
Zhidan Liu
Zhen Xing
Xiangdong Zhou
Yijiang Chen
G. Zhou
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298
3
0
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Generalized Knowledge Distillation via Relationship Matching
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Han-Jia Ye
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De-Chuan Zhan
FedML
196
26
0
04 May 2022
Weak Augmentation Guided Relational Self-Supervised Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Mingkai Zheng
Shan You
Fei Wang
Chao Qian
Changshui Zhang
Xiaogang Wang
Chang Xu
362
6
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16 Mar 2022
Constrained Mean Shift Using Distant Yet Related Neighbors for Representation Learning
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Soroush Abbasi Koohpayegani
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Kossar Pourahmadi
Akshayvarun Subramanya
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289
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Auxiliary Learning for Self-Supervised Video Representation via Similarity-based Knowledge Distillation
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SSL
405
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Unsupervised Domain Generalization by Learning a Bridge Across Domains
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Hildegard Kuehne
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Semantic-Aware Generation for Self-Supervised Visual Representation Learning
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Mean Shift for Self-Supervised Learning
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SSL
300
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How to represent part-whole hierarchies in a neural network
Neural Computation (Neural Comput.), 2021
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Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
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1
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