Barlow Twins: Self-Supervised Learning via Redundancy Reduction

4 March 2021

Papers citing "Barlow Twins: Self-Supervised Learning via Redundancy Reduction"

50 / 1,364 papers shown

Title
Graph Self-Supervised Learning with Learnable Structural and Positional Encodings Asiri Wijesinghe Hao Zhu Piotr Koniusz 43 0 0 22 Feb 2025
Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language Model Jiarui Jin Haoyu Wang Hongyan Li Jun Yu Li Jiahui Pan Shenda Hong 41 5 0 15 Feb 2025
Detecting Content Rating Violations in Android Applications: A Vision-Language Approach Dishanika Denipitiyage B. Silva Suranga Seneviratne A. Seneviratne Sanjay Chawla 43 0 0 07 Feb 2025
SEER: Self-Explainability Enhancement of Large Language Models' Representations Guanxu Chen Dongrui Liu Tao Luo Jing Shao LRM MILM 65 1 0 07 Feb 2025
Disentangling CLIP for Multi-Object Perception Samyak Rawelekar Yujun Cai Yiwei Wang Ming-Hsuan Yang N. Ahuja VLM CoGe 72 0 0 05 Feb 2025
Beyond Self-Consistency: Loss-Balanced Perturbation-Based Regularization Improves Industrial-Scale Ads Ranking Ilqar Ramazanli Hamid Eghbalzadeh Xiaoyi Liu Yang Wang Jiaxiang Fu Kaushik Rangadurai Sem Park Bo Long Xue Feng 46 0 0 05 Feb 2025
AdaSemSeg: An Adaptive Few-shot Semantic Segmentation of Seismic Facies Surojit Saha Ross T. Whitaker 46 0 0 28 Jan 2025
Self-supervised Benchmark Lottery on ImageNet: Do Marginal Improvements Translate to Improvements on Similar Datasets? Utku Ozbulak Esla Timothy Anzaku Solha Kang W. D. Neve J. Vankerschaver 50 0 0 28 Jan 2025
A Probabilistic Model for Self-Supervised Learning Maximilian Fleissner P. Esser D. Ghoshdastidar SSL BDL 96 1 0 22 Jan 2025
Memory Storyboard: Leveraging Temporal Segmentation for Streaming Self-Supervised Learning from Egocentric Videos Yanlai Yang Mengye Ren 166 0 0 21 Jan 2025
Unified 3D MRI Representations via Sequence-Invariant Contrastive Learning Liam Chalcroft Jenny Crinion Cathy J. Price John Ashburner 136 0 0 21 Jan 2025
ACE: Anatomically Consistent Embeddings in Composition and Decomposition Ziyu Zhou Haozhe Luo M. Taher Jiaxuan Pang Xiaowei Ding Michael B. Gotway Jianming Liang MedIm 47 0 0 20 Jan 2025
Exploring Siamese Networks in Self-Supervised Fast MRI Reconstruction Liyan Sun Shaocong Yu Chi Zhang Xinghao Ding SSL 34 0 0 18 Jan 2025
Enhancing Graph Self-Supervised Learning with Graph Interplay Xinjian Zhao Wei Pang Xiangru Jian Yaoyao Xu Chaolong Ying Tianshu Yu 45 0 0 17 Jan 2025
Self-supervised Transformation Learning for Equivariant Representations Jaemyung Yu Jaehyun Choi Dong-Jae Lee H. Hong Junmo Kim 45 0 0 15 Jan 2025
Code and Pixels: Multi-Modal Contrastive Pre-training for Enhanced Tabular Data Analysis Kankana Roy Lars Krämer Sebastian Domaschke Malik Haris Roland Aydin Fabian Isensee Martin Held 48 0 0 13 Jan 2025
Federated-Continual Dynamic Segmentation of Histopathology guided by Barlow Continuity Niklas Babendererde Haozhe Zhu Moritz Fuchs J. Stieber Anirban Mukhopadhyay FedML OOD 33 0 0 08 Jan 2025
Keypoint Aware Masked Image Modelling Madhava Krishna Convin.AI 67 0 0 03 Jan 2025
Perception Stitching: Zero-Shot Perception Encoder Transfer for Visuomotor Robot Policies Pingcheng Jian Easop Lee Zachary I. Bell Michael M. Zavlanos Boyuan Chen 69 1 0 03 Jan 2025
Understanding Difficult-to-learn Examples in Contrastive Learning: A Theoretical Framework for Spectral Contrastive Learning Yi-Ge Zhang Jingyi Cui Qiran Li Yisen Wang SSL 43 0 0 03 Jan 2025
Facial Expression Analysis and Its Potentials in IoT Systems: A Contemporary Survey Zixuan Shanggua Yanjie Dong Song Guo Victor C. M. Leung M. Jamal Deen Xiping Hu 34 0 0 23 Dec 2024
The Dynamic Duo of Collaborative Masking and Target for Advanced Masked Autoencoder Learning Shentong Mo 37 0 0 23 Dec 2024
WildPPG: A Real-World PPG Dataset of Long Continuous Recordings Manuel Meier B. U. Demirel Christian Holz 31 1 0 23 Dec 2024
Constructing Fair Latent Space for Intersection of Fairness and Explainability Hyungjun Joo Hyeonggeun Han Sehwan Kim Sangwoo Hong Jungwoo Lee 40 0 0 23 Dec 2024
Where Did Your Model Learn That? Label-free Influence for Self-supervised Learning Nidhin Harilal Amit Rege Reza Akbarian Bafghi M. Raissi C. Monteleoni TDI 41 0 0 22 Dec 2024
On the Ability of Deep Networks to Learn Symmetries from Data: A Neural Kernel Theory Andrea Perin Stéphane Deny 93 1 0 16 Dec 2024
Video Representation Learning with Joint-Embedding Predictive Architectures Katrina Drozdov Ravid Shwartz-Ziv Yann LeCun AI4TS 74 1 0 14 Dec 2024
USDRL: Unified Skeleton-Based Dense Representation Learning with Multi-Grained Feature Decorrelation Wanjiang Weng Hongsong Wang Junbo He Lei He Guosen Xie 86 2 0 12 Dec 2024
Retaining and Enhancing Pre-trained Knowledge in Vision-Language Models with Prompt Ensembling Donggeun Kim Yujin Jo Myungjoo Lee Taesup Kim VLM 78 0 0 10 Dec 2024
Beyond [cls]: Exploring the true potential of Masked Image Modeling representations Marcin Przewiȩźlikowski Randall Balestriero Wojciech Jasiński Marek 'Smieja Bartosz Zieliñski 69 0 0 04 Dec 2024
GUESS: Generative Uncertainty Ensemble for Self Supervision S. Mohamadi Gianfranco Doretto Donald Adjeroh UQCV 67 0 0 03 Dec 2024
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Lingcong Cai Y. Li Xiaomao Fan Kaixuan Song Yongcheng Li Yixuan Yuan 61 0 0 03 Dec 2024
Rethinking Self-Supervised Learning Within the Framework of Partial Information Decomposition S. Mohamadi Gianfranco Doretto Donald Adjeroh SSL 71 0 0 03 Dec 2024
Direct Coloring for Self-Supervised Enhanced Feature Decoupling S. Mohamadi Gianfranco Doretto Donald Adjeroh 71 0 0 03 Dec 2024
Rethinking Generalizability and Discriminability of Self-Supervised Learning from Evolutionary Game Theory Perspective Jiangmeng Li Zehua Zang Qirui Ji Chuxiong Sun Wenwen Qiang Junge Zhang Changwen Zheng Fuchun Sun Hui Xiong SSL 69 0 0 30 Nov 2024
PP-SSL : Priority-Perception Self-Supervised Learning for Fine-Grained Recognition ShuaiHeng Li Qing Cai Fan Zhang M. Zhang Yangyang Shu Z. Liu H. Li Lingqiao Liu 71 0 0 28 Nov 2024
Probing the Mid-level Vision Capabilities of Self-Supervised Learning Xuweiyi Chen Markus Marks Zezhou Cheng 81 0 0 25 Nov 2024
Style-Pro: Style-Guided Prompt Learning for Generalizable Vision-Language Models Niloufar Alipour Talemi Hossein Kashiani Fatemeh Afghah CLIP VLM 75 0 0 25 Nov 2024
PR-MIM: Delving Deeper into Partial Reconstruction in Masked Image Modeling Zhong-Yu Li Yunheng Li Deng-Ping Fan Ming-Ming Cheng 71 0 0 24 Nov 2024
A Survey of Recent Advances and Challenges in Deep Audio-Visual Correlation Learning Luis Vilaca Yi Yu Paula Vinan 75 0 0 24 Nov 2024
Design-o-meter: Towards Evaluating and Refining Graphic Designs Sahil Goyal Abhinav Mahajan Swasti Mishra Prateksha Udhayanan Tripti Shukla K. J. Joseph Balaji Vasan Srinivasan 77 1 0 22 Nov 2024
WARLearn: Weather-Adaptive Representation Learning Shubham Agarwal Raz Birman Ofer Hadar 84 0 0 21 Nov 2024
Infinite Width Limits of Self Supervised Neural Networks Maximilian Fleissner Gautham Govind Anil D. Ghoshdastidar SSL 145 0 0 17 Nov 2024
Understanding the Role of Equivariance in Self-supervised Learning Yifei Wang Kaiwen Hu Sharut Gupta Ziyu Ye Yisen Wang Stefanie Jegelka SSL 44 2 0 10 Nov 2024
Recurrent Joint Embedding Predictive Architecture with Recurrent Forward Propagation Learning O. M. Velarde Lucas Parra 69 0 0 10 Nov 2024
Correlating Variational Autoencoders Natively For Multi-View Imputation Ella S. C. Orme Marina Evangelou Ulrich Paquet CML 27 0 0 05 Nov 2024
Seq-VCR: Preventing Collapse in Intermediate Transformer Representations for Enhanced Reasoning Md Rifat Arefin G. Subbaraj Nicolas Angelard-Gontier Yann LeCun Irina Rish Ravid Shwartz-Ziv C. Pal LRM 126 0 0 04 Nov 2024
Preventing Dimensional Collapse in Self-Supervised Learning via Orthogonality Regularization Junlin He Jinxiao Du Wei Ma SSL 35 0 0 01 Nov 2024
JEMA: A Joint Embedding Framework for Scalable Co-Learning with Multimodal Alignment Joao Sousa Roya Darabi A. A. Sousa Frank Brueckner Luís Paulo Reis Ana Reis 26 2 0 31 Oct 2024
BioNCERE: Non-Contrastive Enhancement For Relation Extraction In Biomedical Texts Farshad Noravesh 34 0 0 31 Oct 2024