Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2107.09282
Cited By
v1
v2 (latest)
ReSSL: Relational Self-Supervised Learning with Weak Augmentation
Neural Information Processing Systems (NeurIPS), 2021
20 July 2021
Mingkai Zheng
Shan You
Haiwei Yang
Chao Qian
Changshui Zhang
Xiaogang Wang
Chang Xu
Re-assign community
ArXiv (abs)
PDF
HTML
Github (58★)
Papers citing
"ReSSL: Relational Self-Supervised Learning with Weak Augmentation"
50 / 72 papers shown
Disentangling Content from Style to Overcome Shortcut Learning: A Hybrid Generative-Discriminative Learning Framework
Siming Fu
Sijun Dong
Xiaoliang Meng
353
0
0
15 Sep 2025
A Generalized Learning Framework for Self-Supervised Contrastive Learning
Lingyu Si
Jingyao Wang
Wenwen Qiang
SSL
185
0
0
19 Aug 2025
AdaDim: Dimensionality Adaptation for SSL Representational Dynamics
Kiran Kokilepersaud
Mohit Prabhushankar
Ghassan AlRegib
448
2
0
18 May 2025
Variational Self-Supervised Learning
Mehmet Can Yavuz
Berrin Yanikoglu
SSL
502
1
0
06 Apr 2025
Linguistics-aware Masked Image Modeling for Self-supervised Scene Text Recognition
Computer Vision and Pattern Recognition (CVPR), 2025
Yifei Zhang
Yu Xie
Jin Wei
Xiaomeng Yang
Can Ma
Can Ma
Xiangyang Ji
377
10
0
24 Mar 2025
Relational Contrastive Learning and Masked Image Modeling for Scene Text Recognition
T. Lin
Jinglei Zhang
Yi Xu
Kai Chen
Rui Zhang
Chong Chen
400
1
0
18 Nov 2024
Feature Augmentation for Self-supervised Contrastive Learning: A Closer Look
IEEE International Joint Conference on Neural Network (IJCNN), 2024
Yong Zhang
Rui Zhu
Shifeng Zhang
Xu Zhou
Shifeng Chen
Xiaofan Chen
SSL
309
4
0
16 Oct 2024
On the Generalization and Causal Explanation in Self-Supervised Learning
International Journal of Computer Vision (IJCV), 2024
Jingyao Wang
Changwen Zheng
Ziyin Gu
Jiangmeng Li
Changwen Zheng
Gang Hua
Hui Xiong
121
3
0
01 Oct 2024
Bridging Domain Gap of Point Cloud Representations via Self-Supervised Geometric Augmentation
Li Yu
Hongchao Zhong
Longkun Zou
Ke Chen
Pan Gao
3DPC
227
2
0
11 Sep 2024
Explicit Mutual Information Maximization for Self-Supervised Learning
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Lele Chang
Peilin Liu
Qinghai Guo
Fei Wen
SSL
386
1
0
07 Sep 2024
Self-Supervised Learning for Text Recognition: A Critical Survey
International Journal of Computer Vision (IJCV), 2024
Carlos Peñarrubia
J. J. Valero-Mas
Jorge Calvo-Zaragoza
560
9
0
29 Jul 2024
Relational Representation Distillation
Nikolaos Giakoumoglou
Tania Stathaki
764
2
0
16 Jul 2024
Occam's Razor for Self Supervised Learning: What is Sufficient to Learn Good Representations?
Mark Ibrahim
David Klindt
Randall Balestriero
SSL
377
8
1
15 Jun 2024
A Review on Discriminative Self-supervised Learning Methods in Computer Vision
Nikolaos Giakoumoglou
Tania Stathaki
Athanasios Gkelias
SSL
492
1
0
08 May 2024
The Bad Batches: Enhancing Self-Supervised Learning in Image Classification Through Representative Batch Curation
Ozgu Goksu
Nicolas Pugeault
SSL
207
0
0
28 Mar 2024
GenView: Enhancing View Quality with Pretrained Generative Model for Self-Supervised Learning
European Conference on Computer Vision (ECCV), 2024
Xiaojie Li
Jianlong Wu
Hefei Ling
Yue Yu
Yue Yu
Guohao Li
Min Zhang
SSL
315
10
0
18 Mar 2024
Securely Fine-tuning Pre-trained Encoders Against Adversarial Examples
Ziqi Zhou
Minghui Li
Wei Liu
Shengshan Hu
Yechao Zhang
Wei Wan
Lulu Xue
Leo Yu Zhang
Dezhong Yao
Hai Jin
SILM
AAML
503
22
0
16 Mar 2024
Fine-tuning a Multiple Instance Learning Feature Extractor with Masked Context Modelling and Knowledge Distillation
Juan Pisula
Katarzyna Bozek
186
2
0
08 Mar 2024
Self-Supervised Representation Learning with Meta Comprehensive Regularization
Huijie Guo
Ying Ba
Jie Hu
Hui Xiong
Jingyao Wang
Lei Shi
SSL
352
7
0
03 Mar 2024
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
258
5
0
06 Nov 2023
MNN: Mixed Nearest-Neighbors for Self-Supervised Learning
Xianzhong Long
Chen Peng
Yun Li
SSL
269
0
0
01 Nov 2023
OTMatch: Improving Semi-Supervised Learning with Optimal Transport
International Conference on Machine Learning (ICML), 2023
Zhiquan Tan
Kaipeng Zheng
Weiran Huang
OT
397
10
0
26 Oct 2023
Proposal-Contrastive Pretraining for Object Detection from Fewer Data
International Conference on Learning Representations (ICLR), 2023
Quentin Bouniot
Romaric Audigier
Angélique Loesch
Amaury Habrard
ViT
248
4
0
25 Oct 2023
From Alexnet to Transformers: Measuring the Non-linearity of Deep Neural Networks with Affine Optimal Transport
Computer Vision and Pattern Recognition (CVPR), 2023
Quentin Bouniot
I. Redko
Anton Mallasto
Charlotte Laclau
Karol Arndt
Oliver Struckmeier
Markus Heinonen
Ville Kyrki
Samuel Kaski
536
6
0
17 Oct 2023
Self-Supervised Representation Learning with Cross-Context Learning between Global and Hypercolumn Features
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Zheng Gao
Chen Feng
Ioannis Patras
SSL
312
6
0
25 Aug 2023
CoNe: Contrast Your Neighbours for Supervised Image Classification
Mingkai Zheng
Shan You
Lang Huang
Xiu Su
Fei Wang
Chao Qian
Xiaogang Wang
Chang Xu
VLM
229
1
0
21 Aug 2023
SimMatchV2: Semi-Supervised Learning with Graph Consistency
IEEE International Conference on Computer Vision (ICCV), 2023
Mingkai Zheng
Shan You
Lang Huang
Chen Luo
Fei Wang
Chao Qian
Chang Xu
SSL
208
17
0
13 Aug 2023
Relational Contrastive Learning for Scene Text Recognition
ACM Multimedia (ACM MM), 2023
Jinglei Zhang
Tiancheng Lin
Yi Xu
Kaibo Chen
Rui Zhang
294
15
0
01 Aug 2023
Downstream-agnostic Adversarial Examples
IEEE International Conference on Computer Vision (ICCV), 2023
Ziqi Zhou
Shengshan Hu
Rui-Qing Zhao
Qian Wang
L. Zhang
Xianqiang Lyu
Hai Jin
SILM
AAML
408
42
0
23 Jul 2023
Understanding Contrastive Learning Through the Lens of Margins
Daniel Rho
Taesoo Kim
Sooill Park
Jaehyun Park
Jaehan Park
SSL
289
3
0
20 Jun 2023
Advancing Volumetric Medical Image Segmentation via Global-Local Masked Autoencoder
Jiafan Zhuang
Luyang Luo
Hao Chen
374
30
0
15 Jun 2023
Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training
Utku Ozbulak
Hyun Jung Lee
Beril Boga
Esla Timothy Anzaku
Ho-min Park
Arnout Van Messem
W. D. Neve
J. Vankerschaver
DiffM
342
51
0
23 May 2023
EnSiam: Self-Supervised Learning With Ensemble Representations
Kai Han
Minsik Lee
SSL
322
0
0
22 May 2023
Tuned Contrastive Learning
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Chaitanya Animesh
Manmohan Chandraker
SSL
217
4
0
18 May 2023
MSVQ: Self-Supervised Learning with Multiple Sample Views and Queues
Knowledge-Based Systems (KBS), 2023
Chengwei Peng
Xianzhong Long
Yun Li
SSL
279
3
0
09 May 2023
No Free Lunch in Self Supervised Representation Learning
Ihab Bendidi
Adrien Bardes
E. Cohen
Alexis Lamiable
Guillaume Bollot
Auguste Genovesio
OOD
228
13
0
23 Apr 2023
EMP-SSL: Towards Self-Supervised Learning in One Training Epoch
Shengbang Tong
Yubei Chen
Yi Ma
Yann LeCun
258
31
0
08 Apr 2023
MaskCon: Masked Contrastive Learning for Coarse-Labelled Dataset
Computer Vision and Pattern Recognition (CVPR), 2023
Chen Feng
Ioannis Patras
287
27
0
22 Mar 2023
Learning Common Rationale to Improve Self-Supervised Representation for Fine-Grained Visual Recognition Problems
Computer Vision and Pattern Recognition (CVPR), 2023
Yangyang Shu
Anton Van Den Hengel
Lingqiao Liu
SSL
275
28
0
03 Mar 2023
Unsupervised Meta-Learning via Few-shot Pseudo-supervised Contrastive Learning
International Conference on Learning Representations (ICLR), 2023
Huiwon Jang
Hankook Lee
Jinwoo Shin
VLM
SSL
278
29
0
02 Mar 2023
Unsupervised Learning on a DIET: Datum IndEx as Target Free of Self-Supervision, Reconstruction, Projector Head
Randall Balestriero
394
6
0
20 Feb 2023
Anti-Compression Contrastive Facial Forgery Detection
IEEE transactions on multimedia (IEEE TMM), 2023
Zizhe Jian
Xinqi Zhu
Chengbin Du
Siqi Ma
Surya Nepal
Chang Xu
CVBM
212
5
0
13 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
656
472
0
13 Jan 2023
Learning by Sorting: Self-supervised Learning with Group Ordering Constraints
IEEE International Conference on Computer Vision (ICCV), 2023
Nina Shvetsova
Felix Petersen
Anna Kukleva
Bernt Schiele
Hilde Kuehne
SSL
283
15
0
05 Jan 2023
Similarity Contrastive Estimation for Image and Video Soft Contrastive Self-Supervised Learning
Machine Vision and Applications (MVA), 2022
J. Denize
Jaonary Rabarisoa
Astrid Orcesi
Romain Hérault
SSL
303
6
0
21 Dec 2022
Self-Supervised Visual Representation Learning via Residual Momentum
IEEE Access (IEEE Access), 2022
T. Pham
Axi Niu
Zhang Kang
Sultan Rizky Hikmawan Madjid
Jiajing Hong
Daehyeok Kim
Joshua Tian Jin Tee
Chang D. Yoo
SSL
380
9
0
17 Nov 2022
Unsupervised Visual Representation Learning via Mutual Information Regularized Assignment
Neural Information Processing Systems (NeurIPS), 2022
Dong Lee
Sung-Ik Choi
Hyunwoo J. Kim
Sae-Young Chung
SSL
256
8
0
04 Nov 2022
data2vec-aqc: Search for the right Teaching Assistant in the Teacher-Student training setup
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Vasista Sai Lodagala
Sreyan Ghosh
S. Umesh
SSL
208
7
0
02 Nov 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
BDL
261
10
0
02 Nov 2022
Rethinking Rotation in Self-Supervised Contrastive Learning: Adaptive Positive or Negative Data Augmentation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Atsuyuki Miyai
Qing Yu
Daiki Ikami
Go Irie
Kiyoharu Aizawa
SSL
253
8
0
23 Oct 2022
1
2
Next
Page 1 of 2
