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Extending and Analyzing Self-Supervised Learning Across Domains
European Conference on Computer Vision (ECCV), 2020
24 April 2020
Bram Wallace
B. Hariharan
SSL
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Papers citing
"Extending and Analyzing Self-Supervised Learning Across Domains"
24 / 24 papers shown
SEVERE++: Evaluating Benchmark Sensitivity in Generalization of Video Representation Learning
Fida Mohammad Thoker
Letian Jiang
Chen Zhao
Piyush Bagad
Hazel Doughty
Bernard Ghanem
Cees G. M. Snoek
ViT
SSL
424
2
0
08 Apr 2025
Adapting Self-Supervised Representations to Multi-Domain Setups
British Machine Vision Conference (BMVC), 2023
Neha Kalibhat
Sam Sharpe
Jeremy Goodsitt
Bayan Bruss
Soheil Feizi
246
0
0
07 Sep 2023
Exploring Self-Supervised Representation Learning For Low-Resource Medical Image Analysis
International Conference on Information Photonics (ICIP), 2023
Soumitri Chattopadhyay
Soham Ganguly
Sreejit Chaudhury
Sayan Nag
S. Chattopadhyay
335
6
0
03 Mar 2023
Nearest Neighbors Meet Deep Neural Networks for Point Cloud Analysis
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Renrui Zhang
Liuhui Wang
Ziyu Guo
Jianbo Shi
3DPC
311
11
0
01 Mar 2023
Automatically Discovering Novel Visual Categories with Self-supervised Prototype Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Lu Zhang
Lu Qi
Xu Yang
Hong Qiao
Ming-Hsuan Yang
Zhiyong Liu
SSL
252
9
0
01 Aug 2022
Concurrent Subsidiary Supervision for Unsupervised Source-Free Domain Adaptation
European Conference on Computer Vision (ECCV), 2022
Jogendra Nath Kundu
Suvaansh Bhambri
Akshay Ravindra Kulkarni
Hiran Sarkar
Varun Jampani
R. Venkatesh Babu
301
31
0
27 Jul 2022
How Severe is Benchmark-Sensitivity in Video Self-Supervised Learning?
European Conference on Computer Vision (ECCV), 2022
Fida Mohammad Thoker
Hazel Doughty
Piyush Bagad
Cees G. M. Snoek
SSL
258
22
0
27 Mar 2022
Assessing the State of Self-Supervised Human Activity Recognition using Wearables
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2022
H. Haresamudram
Irfan Essa
Thomas Plötz
SSL
475
125
0
22 Feb 2022
Rethinking Nearest Neighbors for Visual Classification
Menglin Jia
Bor-Chun Chen
Zuxuan Wu
Claire Cardie
Serge Belongie
Ser-Nam Lim
SSL
210
11
0
15 Dec 2021
Learning Rich Nearest Neighbor Representations from Self-supervised Ensembles
Bram Wallace
Devansh Arpit
Huan Wang
Caiming Xiong
SSL
OOD
187
0
0
19 Oct 2021
Fine-grained Hand Gesture Recognition in Multi-viewpoint Hand Hygiene
IEEE International Conference on Systems, Man and Cybernetics (SMC), 2021
Huy Q. Vo
Tuong Khanh Long Do
Vinson Pham
Duy V.M. Nguyen
An T. Duong
Quang-Dieu Tran
294
6
0
07 Sep 2021
Self-Supervised Learning from Unlabeled Fundus Photographs Improves Segmentation of the Retina
J. Kukačka
Anja Zenz
Marcel Kollovieh
D. Jüstel
V. Ntziachristos
178
4
0
05 Aug 2021
Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations: a COVID-19 case-study
BMC Bioinformatics (BMC Bioinformatics), 2021
Alessio Mascolini
Dario Cardamone
Francesco Ponzio
S. D. Cataldo
E. Ficarra
MedIm
187
19
0
16 Jul 2021
How Low Can We Go: Trading Memory for Error in Low-Precision Training
International Conference on Learning Representations (ICLR), 2021
Chengrun Yang
Ziyang Wu
Jerry Chee
Christopher De Sa
Madeleine Udell
392
4
0
17 Jun 2021
Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data
Neural Information Processing Systems (NeurIPS), 2021
Ashraful Islam
Chun-Fu Chen
Yikang Shen
Leonid Karlinsky
Rogerio Feris
Richard J. Radke
427
95
0
14 Jun 2021
Streaming Self-Training via Domain-Agnostic Unlabeled Images
Zhiqiu Lin
Deva Ramanan
Aayush Bansal
LRM
217
6
0
07 Apr 2021
A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification
Computer Vision and Pattern Recognition (CVPR), 2021
Jong-Chyi Su
Zezhou Cheng
Subhransu Maji
386
63
0
01 Apr 2021
Mine Your Own vieW: Self-Supervised Learning Through Across-Sample Prediction
Mehdi Azabou
M. G. Azar
Ran Liu
Chi-Heng Lin
Erik C. Johnson
...
Lindsey Kitchell
Keith B. Hengen
William R. Gray Roncal
Michal Valko
Eva L. Dyer
AI4TS
459
60
0
19 Feb 2021
Surprisingly Simple Semi-Supervised Domain Adaptation with Pretraining and Consistency
British Machine Vision Conference (BMVC), 2021
Samarth Mishra
Kate Saenko
Venkatesh Saligrama
227
30
0
29 Jan 2021
Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Jian Liang
Dapeng Hu
Yunbo Wang
Ran He
Jiashi Feng
433
337
0
14 Dec 2020
Concept Generalization in Visual Representation Learning
IEEE International Conference on Computer Vision (ICCV), 2020
Mert Bulent Sariyildiz
Yannis Kalantidis
Diane Larlus
Alahari Karteek
SSL
451
53
0
10 Dec 2020
Self-training for Few-shot Transfer Across Extreme Task Differences
Cheng Perng Phoo
B. Hariharan
SSL
394
129
0
15 Oct 2020
Don't miss the Mismatch: Investigating the Objective Function Mismatch for Unsupervised Representation Learning
Bonifaz Stuhr
Jürgen Brauer
289
1
0
04 Sep 2020
When Does Self-supervision Improve Few-shot Learning?
European Conference on Computer Vision (ECCV), 2019
Jong-Chyi Su
Subhransu Maji
B. Hariharan
300
189
0
08 Oct 2019
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