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2012.00868
Cited By
Towards Good Practices in Self-supervised Representation Learning
1 December 2020
Srikar Appalaraju
Yi Zhu
Yusheng Xie
István Fehérvári
SSL
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Papers citing
"Towards Good Practices in Self-supervised Representation Learning"
17 / 17 papers shown
Learning Data Association for Multi-Object Tracking using Only Coordinates
Pattern Recognition (Pattern Recogn.), 2024
Mehdi Miah
Guillaume-Alexandre Bilodeau
Nicolas Saunier
VOT
287
19
0
12 Mar 2024
Data Compression and Inference in Cosmology with Self-Supervised Machine Learning
Monthly notices of the Royal Astronomical Society (MNRAS), 2023
Aizhan Akhmetzhanova
S. Mishra-Sharma
C. Dvorkin
AI4CE
300
14
0
18 Aug 2023
DocFormerv2: Local Features for Document Understanding
AAAI Conference on Artificial Intelligence (AAAI), 2023
Srikar Appalaraju
Peng Tang
Qi Dong
Nishant Sankaran
Yichu Zhou
R. Manmatha
273
63
0
02 Jun 2023
EMP-SSL: Towards Self-Supervised Learning in One Training Epoch
Shengbang Tong
Yubei Chen
Yi Ma
Yann LeCun
257
31
0
08 Apr 2023
All4One: Symbiotic Neighbour Contrastive Learning via Self-Attention and Redundancy Reduction
IEEE International Conference on Computer Vision (ICCV), 2023
Imanol G. Estepa
Ignacio Sarasúa
Bhalaji Nagarajan
Petia Radeva
SSL
268
14
0
16 Mar 2023
Evaluating Self-Supervised Learning via Risk Decomposition
International Conference on Machine Learning (ICML), 2023
Yann Dubois
Tatsunori Hashimoto
Abigail Z. Jacobs
334
10
0
06 Feb 2023
Deciphering the Projection Head: Representation Evaluation Self-supervised Learning
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Jiajun Ma
Tianyang Hu
Wei Cao
252
8
0
28 Jan 2023
Variance Covariance Regularization Enforces Pairwise Independence in Self-Supervised Representations
Grégoire Mialon
Randall Balestriero
Yann LeCun
298
12
0
29 Sep 2022
Temporal Contrastive Learning with Curriculum
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Shuvendu Roy
Ali Etemad
320
4
0
02 Sep 2022
ReMix: A General and Efficient Framework for Multiple Instance Learning based Whole Slide Image Classification
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Jiawei Yang
Hanbo Chen
Yu Zhao
Fan Yang
Yao Zhang
Lei He
Jianhua Yao
VLM
139
60
0
05 Jul 2022
Guillotine Regularization: Why removing layers is needed to improve generalization in Self-Supervised Learning
Florian Bordes
Randall Balestriero
Q. Garrido
Adrien Bardes
Pascal Vincent
334
30
0
27 Jun 2022
Beyond Supervised vs. Unsupervised: Representative Benchmarking and Analysis of Image Representation Learning
Computer Vision and Pattern Recognition (CVPR), 2022
M. Gwilliam
Abhinav Shrivastava
SSL
337
25
1
16 Jun 2022
Toward a Geometrical Understanding of Self-supervised Contrastive Learning
Romain Cosentino
Anirvan M. Sengupta
Salman Avestimehr
Mahdi Soltanolkotabi
Antonio Ortega
Ted Willke
Mariano Tepper
SSL
222
18
0
13 May 2022
High Fidelity Visualization of What Your Self-Supervised Representation Knows About
Florian Bordes
Randall Balestriero
Pascal Vincent
DiffM
391
76
0
16 Dec 2021
DocFormer: End-to-End Transformer for Document Understanding
IEEE International Conference on Computer Vision (ICCV), 2021
Srikar Appalaraju
Bhavan A. Jasani
Bhargava Urala Kota
Yusheng Xie
R. Manmatha
ViT
531
382
0
22 Jun 2021
An Evaluation of Self-Supervised Pre-Training for Skin-Lesion Analysis
Levy G. Chaves
Alceu Bissoto
Eduardo Valle
Sandra Avila
364
19
0
17 Jun 2021
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
4,836
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17 Jun 2020
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