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2304.02549
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Self-Supervised Siamese Autoencoders
International Symposium on Intelligent Data Analysis (IDA), 2023
5 April 2023
Friederike Baier
Sebastian Mair
Samuel G. Fadel
SSL
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Papers citing
"Self-Supervised Siamese Autoencoders"
24 / 24 papers shown
Exploiting Supervised Poison Vulnerability to Strengthen Self-Supervised Defense
European Conference on Computer Vision (ECCV), 2024
Jeremy A. Styborski
Mingzhi Lyu
Yunpeng Huang
Adams Kong
411
1
0
13 Sep 2024
Denoising Cosine Similarity: A Theory-Driven Approach for Efficient Representation Learning
Neural Networks (Neural Netw.), 2023
Takumi Nakagawa
Y. Sanada
Hiroki Waida
Yuhui Zhang
Yuichiro Wada
K. Takanashi
Tomonori Yamada
Takafumi Kanamori
DiffM
224
5
0
19 Apr 2023
Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture
Computer Vision and Pattern Recognition (CVPR), 2023
Mahmoud Assran
Quentin Duval
Ishan Misra
Piotr Bojanowski
Pascal Vincent
Michael G. Rabbat
Yann LeCun
Nicolas Ballas
SSL
AI4TS
MDE
593
746
0
19 Jan 2023
data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language
International Conference on Machine Learning (ICML), 2022
Alexei Baevski
Wei-Ning Hsu
Qiantong Xu
Arun Babu
Jiatao Gu
Michael Auli
SSL
VLM
ViT
879
1,115
0
07 Feb 2022
Exploring Simple Siamese Representation Learning
Computer Vision and Pattern Recognition (CVPR), 2020
Xinlei Chen
Kaiming He
SSL
813
4,916
0
20 Nov 2020
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
Mathilde Caron
Ishan Misra
Julien Mairal
Priya Goyal
Piotr Bojanowski
Armand Joulin
OCL
SSL
1.5K
4,857
0
17 Jun 2020
Bootstrap your own latent: A new approach to self-supervised Learning
Neural Information Processing Systems (NeurIPS), 2020
Jean-Bastien Grill
Florian Strub
Florent Altché
Corentin Tallec
Pierre Harvey Richemond
...
M. G. Azar
Bilal Piot
Koray Kavukcuoglu
Rémi Munos
Michal Valko
SSL
1.9K
8,369
0
13 Jun 2020
What Makes for Good Views for Contrastive Learning?
Yonglong Tian
Chen Sun
Ben Poole
Dilip Krishnan
Cordelia Schmid
Phillip Isola
SSL
520
1,537
0
20 May 2020
A Simple Framework for Contrastive Learning of Visual Representations
International Conference on Machine Learning (ICML), 2020
Ting-Li Chen
Simon Kornblith
Mohammad Norouzi
Geoffrey E. Hinton
SSL
1.5K
23,910
0
13 Feb 2020
Self-Supervised Learning of Pretext-Invariant Representations
Computer Vision and Pattern Recognition (CVPR), 2019
Ishan Misra
Laurens van der Maaten
SSL
VLM
595
1,589
0
04 Dec 2019
PyTorch: An Imperative Style, High-Performance Deep Learning Library
Neural Information Processing Systems (NeurIPS), 2019
Adam Paszke
Sam Gross
Francisco Massa
Adam Lerer
James Bradbury
...
Sasank Chilamkurthy
Benoit Steiner
Lu Fang
Junjie Bai
Soumith Chintala
ODL
1.2K
51,304
0
03 Dec 2019
Momentum Contrast for Unsupervised Visual Representation Learning
Computer Vision and Pattern Recognition (CVPR), 2019
Kaiming He
Haoqi Fan
Yuxin Wu
Saining Xie
Ross B. Girshick
SSL
3.4K
14,695
0
13 Nov 2019
Data-Efficient Image Recognition with Contrastive Predictive Coding
International Conference on Machine Learning (ICML), 2019
Olivier J. Hénaff
A. Srinivas
J. Fauw
Ali Razavi
Carl Doersch
S. M. Ali Eslami
Aaron van den Oord
SSL
724
1,550
0
22 May 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey
Longlong Jing
Yingli Tian
SSL
595
1,962
0
16 Feb 2019
Representation Learning with Contrastive Predictive Coding
Aaron van den Oord
Yazhe Li
Oriol Vinyals
DRL
SSL
2.0K
13,042
0
10 Jul 2018
Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination
Zhirong Wu
Yuanjun Xiong
Stella X. Yu
Dahua Lin
SSL
2.6K
3,889
0
05 May 2018
Unsupervised Representation Learning by Predicting Image Rotations
Spyros Gidaris
Praveer Singh
N. Komodakis
OOD
SSL
DRL
2.3K
3,557
0
21 Mar 2018
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms
Han Xiao
Kashif Rasul
Roland Vollgraf
2.2K
10,439
0
25 Aug 2017
Universal Style Transfer via Feature Transforms
Yijun Li
Chen Fang
Jimei Yang
Zhaowen Wang
Xin Lu
Ming-Hsuan Yang
DiffM
571
1,113
0
23 May 2017
Context Encoders: Feature Learning by Inpainting
Deepak Pathak
Philipp Krahenbuhl
Jeff Donahue
Trevor Darrell
Alexei A. Efros
SSL
603
5,694
0
25 Apr 2016
Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles
M. Noroozi
Paolo Favaro
SSL
1.0K
3,216
0
30 Mar 2016
Colorful Image Colorization
Richard Y. Zhang
Phillip Isola
Alexei A. Efros
877
3,706
0
28 Mar 2016
Deep Residual Learning for Image Recognition
Kaiming He
Xinming Zhang
Shaoqing Ren
Jian Sun
MedIm
4.2K
226,071
0
10 Dec 2015
Unsupervised Visual Representation Learning by Context Prediction
IEEE International Conference on Computer Vision (ICCV), 2015
Carl Doersch
Abhinav Gupta
Alexei A. Efros
DRL
SSL
914
2,945
0
19 May 2015
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