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1704.05310
Cited By
Unsupervised Learning by Predicting Noise
18 April 2017
Piotr Bojanowski
Armand Joulin
OOD
SSL
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Papers citing
"Unsupervised Learning by Predicting Noise"
50 / 153 papers shown
CATE Estimation With Potential Outcome Imputation From Local Regression
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290
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Self-Supervised Open-Ended Classification with Small Visual Language Models
Mohammad Mahdi Derakhshani
Ivona Najdenkoska
Cees G. M. Snoek
M. Worring
Yuki M. Asano
VLM
464
1
0
30 Sep 2023
Adapting Self-Supervised Representations to Multi-Domain Setups
British Machine Vision Conference (BMVC), 2023
Neha Kalibhat
Sam Sharpe
Jeremy Goodsitt
Bayan Bruss
Soheil Feizi
240
0
0
07 Sep 2023
Information Theory-Guided Heuristic Progressive Multi-View Coding
Neural Networks (NN), 2021
Jiangmeng Li
Hang Gao
Jingyao Wang
Changwen Zheng
321
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0
21 Aug 2023
Temporal DINO: A Self-supervised Video Strategy to Enhance Action Prediction
Izzeddin Teeti
Rongali Sai Bhargav
Vivek Singh
Andrew Bradley
Biplab Banerjee
Fabio Cuzzolin
177
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0
08 Aug 2023
Test Time Adaptation for Blind Image Quality Assessment
IEEE International Conference on Computer Vision (ICCV), 2023
Subhadeep Roy
Shankhanil Mitra
Soma Biswas
R. Soundararajan
VLM
OOD
418
26
0
27 Jul 2023
Learning to Estimate 6DoF Pose from Limited Data: A Few-Shot, Generalizable Approach using RGB Images
International Conference on 3D Vision (3DV), 2023
Pan Pan
Zhiwen Fan
Brandon Yushan Feng
Peihao Wang
Chenxing Li
Zinan Lin
375
28
0
13 Jun 2023
Learning Representations on the Unit Sphere: Investigating Angular Gaussian and von Mises-Fisher Distributions for Online Continual Learning
AAAI Conference on Artificial Intelligence (AAAI), 2023
Nicolas Michel
Giovanni Chierchia
Romain Negrel
J. Bercher
231
14
0
06 Jun 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
Adaptive Similarity Bootstrapping for Self-Distillation based Representation Learning
IEEE International Conference on Computer Vision (ICCV), 2023
Tim Lebailly
Thomas Stegmüller
Behzad Bozorgtabar
Jean-Philippe Thiran
Tinne Tuytelaars
SSL
265
3
0
23 Mar 2023
Correlational Image Modeling for Self-Supervised Visual Pre-Training
Computer Vision and Pattern Recognition (CVPR), 2023
Wei Li
Jiahao Xie
Chen Change Loy
SSL
401
18
0
22 Mar 2023
Unsupervised Learning on a DIET: Datum IndEx as Target Free of Self-Supervision, Reconstruction, Projector Head
Randall Balestriero
362
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20 Feb 2023
Autodecompose: A generative self-supervised model for semantic decomposition
M. Bonyadi
SSL
207
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0
06 Feb 2023
A Survey on Self-supervised Learning: Algorithms, Applications, and Future Trends
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Jie Gui
Tuo Chen
Jing Zhang
Qiong Cao
Zhe Sun
Haoran Luo
Dacheng Tao
625
433
0
13 Jan 2023
Learning the Relation between Similarity Loss and Clustering Loss in Self-Supervised Learning
IEEE Transactions on Image Processing (IEEE TIP), 2023
Jidong Ge
YuXiang Liu
Jie Gui
Lanting Fang
Ming Lin
James T. Kwok
LiGuo Huang
B. Luo
SSL
345
8
0
08 Jan 2023
Few-shot Object Detection with Refined Contrastive Learning
IEEE International Conference on Tools with Artificial Intelligence (ICTAI), 2022
Zeyu Shangguan
Lian Huai
Tong Liu
Xingqun Jiang
331
7
0
24 Nov 2022
Vertical Federated Learning: Concepts, Advances and Challenges
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2022
Yang Liu
Weijing Chen
Tianyuan Zou
Yanhong Pu
Yuanqin He
Xiaozhou Ye
Ye Ouyang
Yaqin Zhang
Qian Yang
FedML
522
318
0
23 Nov 2022
Modeling Multiple Views via Implicitly Preserving Global Consistency and Local Complementarity
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2022
Jiangmeng Li
Jingyao Wang
Changwen Zheng
Fuchun Sun
Farid Razzak
Ji-Rong Wen
Hui Xiong
278
13
0
16 Sep 2022
Design of the topology for contrastive visual-textual alignment
Zhun Sun
423
2
0
05 Sep 2022
EViT: Privacy-Preserving Image Retrieval via Encrypted Vision Transformer in Cloud Computing
Qihua Feng
Peiya Li
Zhixun Lu
Chaozhuo Li
Zefang Wang
Zhiquan Liu
Chunhui Duan
Feiran Huang
ViT
154
26
0
31 Aug 2022
Practical Vertical Federated Learning with Unsupervised Representation Learning
IEEE Transactions on Big Data (TBD), 2022
Zhaomin Wu
Yue Liu
Bingsheng He
FedML
223
59
0
13 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
171
7
0
29 Jul 2022
Self-supervised learning with rotation-invariant kernels
International Conference on Learning Representations (ICLR), 2022
Léon Zheng
Gilles Puy
E. Riccietti
Patrick Pérez
Rémi Gribonval
SSL
352
4
0
28 Jul 2022
A Deep Dive into Deep Cluster
Social Science Research Network (SSRN), 2022
Ahmad Mustapha
Wael Khreich
Wasim Masr
SSL
VLM
249
3
0
24 Jul 2022
Unsupervised pre-training of graph transformers on patient population graphs
Chantal Pellegrini
Nassir Navab
Anees Kazi
MedIm
AI4CE
369
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21 Jul 2022
Masked Frequency Modeling for Self-Supervised Visual Pre-Training
International Conference on Learning Representations (ICLR), 2022
Jiahao Xie
Wei Li
Xiaohang Zhan
Ziwei Liu
Yew-Soon Ong
Chen Change Loy
361
104
0
15 Jun 2022
Discovering Object Masks with Transformers for Unsupervised Semantic Segmentation
Wouter Van Gansbeke
Simon Vandenhende
Luc Van Gool
271
64
0
13 Jun 2022
Learning Locality and Isotropy in Dialogue Modeling
International Conference on Learning Representations (ICLR), 2022
Han Wu
Hao Hao Tan
Mingjie Zhan
Gangming Zhao
Shaoqing Lu
Ding Liang
Linqi Song
361
2
0
29 May 2022
Improving VAE-based Representation Learning
Mingtian Zhang
Tim Z. Xiao
Brooks Paige
David Barber
SSL
DRL
298
14
0
28 May 2022
MAD: Self-Supervised Masked Anomaly Detection Task for Multivariate Time Series
IEEE International Joint Conference on Neural Network (IJCNN), 2022
Yiwei Fu
Feng Xue
AI4TS
131
23
0
04 May 2022
Loss Function Entropy Regularization for Diverse Decision Boundaries
Journées Bases de Données Avancées (BDAV), 2022
S. Chong
292
2
0
30 Apr 2022
Self-Supervised Learning of Object Parts for Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2022
A. Ziegler
Yuki M. Asano
SSL
OCL
416
133
0
27 Apr 2022
Upsampling Autoencoder for Self-Supervised Point Cloud Learning
Cheng Zhang
Jian Shi
X. Deng
Zizhao Wu
3DPC
365
8
0
21 Mar 2022
Non-isotropy Regularization for Proxy-based Deep Metric Learning
Computer Vision and Pattern Recognition (CVPR), 2022
Karsten Roth
Oriol Vinyals
Zeynep Akata
338
46
0
16 Mar 2022
MetAug: Contrastive Learning via Meta Feature Augmentation
International Conference on Machine Learning (ICML), 2022
Jiangmeng Li
Jingyao Wang
Changwen Zheng
Fuchun Sun
Hui Xiong
388
32
0
10 Mar 2022
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision
Priya Goyal
Quentin Duval
Isaac Seessel
Mathilde Caron
Ishan Misra
Levent Sagun
Armand Joulin
Piotr Bojanowski
VLM
SSL
460
122
0
16 Feb 2022
A Generic Self-Supervised Framework of Learning Invariant Discriminative Features
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Foivos Ntelemis
Yaochu Jin
S. Thomas
OOD
218
7
0
14 Feb 2022
Self-supervised Learning from 100 Million Medical Images
Florin-Cristian Ghesu
Bogdan Georgescu
Awais Mansoor
Y. Yoo
Dominik Neumann
...
R. Vishwanath
J. Balter
Yue Cao
Sasa Grbic
Dorin Comaniciu
SSL
281
58
0
04 Jan 2022
SimSR: Simple Distance-based State Representation for Deep Reinforcement Learning
AAAI Conference on Artificial Intelligence (AAAI), 2021
Hongyu Zang
Xin Li
Mingzhong Wang
269
20
0
31 Dec 2021
Revisiting Contrastive Learning through the Lens of Neighborhood Component Analysis: an Integrated Framework
Ching-Yun Ko
Jeet Mohapatra
Sijia Liu
Pin-Yu Chen
Lucani E. Daniel
Lily Weng
SSL
252
15
0
08 Dec 2021
MC-SSL0.0: Towards Multi-Concept Self-Supervised Learning
Sara Atito
Muhammad Awais
Ammarah Farooq
Zhenhua Feng
J. Kittler
169
17
0
30 Nov 2021
SLA
2
^2
2
P: Self-supervised Anomaly Detection with Adversarial Perturbation
Yizhou Wang
Can Qin
Rongzhe Wei
Yi Tian Xu
Yue Bai
Y. Fu
AAML
266
7
0
25 Nov 2021
Image Quality Assessment using Contrastive Learning
Pavan C. Madhusudana
Neil Birkbeck
Yilin Wang
Balu Adsumilli
A. Bovik
SSL
216
230
0
25 Oct 2021
Constrained Mean Shift for Representation Learning
Ajinkya Tejankar
Soroush Abbasi Koohpayegani
Hamed Pirsiavash
SSL
187
0
0
19 Oct 2021
On the invertibility of a voice privacy system using embedding alignement
Automatic Speech Recognition & Understanding (ASRU), 2021
Pierre Champion
Thomas Thebaud
Gaël Le Lan
Anthony Larcher
D. Jouvet
215
9
0
08 Oct 2021
CoSeg: Cognitively Inspired Unsupervised Generic Event Segmentation
Tianlin Li
Jingen Liu
Tao Mei
Jiebo Luo
171
17
0
30 Sep 2021
Modelling Neighbor Relation in Joint Space-Time Graph for Video Correspondence Learning
Zixu Zhao
Yueming Jin
Pheng-Ann Heng
SSL
214
23
0
28 Sep 2021
ScatSimCLR: self-supervised contrastive learning with pretext task regularization for small-scale datasets
Vitaliy Kinakh
O. Taran
S. Voloshynovskiy
182
18
0
31 Aug 2021
Instance Similarity Learning for Unsupervised Feature Representation
IEEE International Conference on Computer Vision (ICCV), 2021
Ziwei Wang
Yunsong Wang
Ziyi Wu
Jiwen Lu
Jie Zhou
GAN
190
8
0
05 Aug 2021
Nearest Neighborhood-Based Deep Clustering for Source Data-absent Unsupervised Domain Adaptation
Song Tang
Yan Yang
Zhiyuan Ma
Norman Hendrich
Fanyu Zeng
Shiwei Gan
Changshui Zhang
Jianwei Zhang
OOD
349
18
0
27 Jul 2021
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