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
Unsupervised Multiview Contrastive Language-Image Joint Learning with Pseudo-Labeled Prompts Via Vision-Language Model for 3D/4D Facial Expression Recognition Muzammil Behzad VLM 23 0 0 14 May 2025
MrTrack: Register Mamba for Needle Tracking with Rapid Reciprocating Motion during Ultrasound-Guided Aspiration Biopsy Yuelin Zhang Qingpeng Ding Long Lei Yongxuan Feng Raymond Shing-Yan Tang Shing Shin Cheng Mamba 13 0 0 14 May 2025
seq-JEPA: Autoregressive Predictive Learning of Invariant-Equivariant World Models Hafez Ghaemi Eilif Muller Shahab Bakhtiari 49 0 0 06 May 2025
34 Examples of LLM Applications in Materials Science and Chemistry: Towards Automation, Assistants, Agents, and Accelerated Scientific Discovery Yoel Zimmermann Adib Bazgir Alexander H Al-Feghali Mehrad Ansari L. C. Brinson ... Calvin Li Jan Janssen Calvin Li Ian T. Foster B. Blaiszik 55 0 0 05 May 2025
Enhancing User Sequence Modeling through Barlow Twins-based Self-Supervised Learning Yuhan Liu Lin Ning Neo Wu Karan Singhal Philip Mansfield D. Berlowitz Sushant Prakash Bradley Green SSL 54 0 0 02 May 2025
Contextures: Representations from Contexts Runtian Zhai Kai Yang Che-Ping Tsai Burak Varici Zico Kolter Pradeep Ravikumar 110 0 0 02 May 2025
Self-Supervision Enhances Instance-based Multiple Instance Learning Methods in Digital Pathology: A Benchmark Study Ali Mammadov Loic Le Folgoc Julien Adam Anne Buronfosse Gilles Hayem Guillaume Hocquet Pietro Gori SSL 45 0 0 02 May 2025
Enhancing Health Mention Classification Performance: A Study on Advancements in Parameter Efficient Tuning Reem Abdel-Salam M. Adewunmi 36 0 0 30 Apr 2025
Combatting Dimensional Collapse in LLM Pre-Training Data via Diversified File Selection Ziqing Fan Siyuan Du Shengchao Hu Pingjie Wang Li Shen Y. Zhang Dacheng Tao Y. Wang 41 1 0 29 Apr 2025
Open-set Anomaly Segmentation in Complex Scenarios Song Xia Yi Yu Henghui Ding Wenhan Yang S. Liu Alex C. Kot Xudong Jiang DiffM 50 0 0 28 Apr 2025
Mitigating Catastrophic Forgetting in the Incremental Learning of Medical Images Sara Yavari Jacob Furst CLL 53 0 0 28 Apr 2025
Representation Learning via Non-Contrastive Mutual Information Z. Guo Bernardo Avila-Pires Khimya Khetarpal Dale Schuurmans Bo Dai SSL 61 0 0 23 Apr 2025
Towards Anomaly-Aware Pre-Training and Fine-Tuning for Graph Anomaly Detection Yunhui Liu Jiashun Cheng Jia Li Fugee Tsung Jia Li Fugee Tsung Hongzhi Yin Tao Zheng Jianhua Zhao Tieke He 29 0 0 19 Apr 2025
An Empirically Grounded Identifiability Theory Will Accelerate Self-Supervised Learning Research Patrik Reizinger Randall Balestriero David Klindt Wieland Brendel 40 0 0 17 Apr 2025
HDC: Hierarchical Distillation for Multi-level Noisy Consistency in Semi-Supervised Fetal Ultrasound Segmentation Tran Quoc Khanh Le Nguyen Lan Vi Vu Ha-Hieu Pham Xuan-Loc Huynh T. Nguyen Minh Huu Nhat Le Quan Nguyen Hien Nguyen 41 0 0 14 Apr 2025
FSSUAVL: A Discriminative Framework using Vision Models for Federated Self-Supervised Audio and Image Understanding Yasar Abbas Ur Rehman Kin Wai Lau Yuyang Xie Ma Lan Jiajun Shen 29 0 0 13 Apr 2025
Evolutionary algorithms meet self-supervised learning: a comprehensive survey Adriano Vinhas João Correia Penousal Machado SSL SyDa 64 0 0 09 Apr 2025
Measuring Déjà vu Memorization Efficiently Narine Kokhlikyan Bargav Jayaraman Florian Bordes Chuan Guo Kamalika Chaudhuri 30 1 0 08 Apr 2025
Variational Self-Supervised Learning Mehmet Can Yavuz Berrin Yanikoglu SSL 100 0 0 06 Apr 2025
CopyQNN: Quantum Neural Network Extraction Attack under Varying Quantum Noise Zhenxiao Fu Leyi Zhao Xuhong Zhang Yilun Xu Gang Huang Fan Chen AAML 49 0 0 01 Apr 2025
A Plasticity-Aware Method for Continual Self-Supervised Learning in Remote Sensing Lars Möllenbrok Behnood Rasti Begum Demir CLL 41 0 0 31 Mar 2025
Self-Supervised Learning based on Transformed Image Reconstruction for Equivariance-Coherent Feature Representation Qin Wang Benjamin Bruns Hanno Scharr Kai Krajsek 58 0 0 24 Mar 2025
DualCP: Rehearsal-Free Domain-Incremental Learning via Dual-Level Concept Prototype Qiang Wang Yuhang He Songlin Dong Xiang Song Jizhou Han Haoyu Luo Yihong Gong CLL 62 0 0 23 Mar 2025
Meta-Representational Predictive Coding: Biomimetic Self-Supervised Learning Alexander Ororbia Karl J. Friston Rajesh P. N. Rao SSL 52 0 0 22 Mar 2025
Enhancing Martian Terrain Recognition with Deep Constrained Clustering Tejas Panambur M. Parente 52 0 0 22 Mar 2025
TULIP: Towards Unified Language-Image Pretraining Zineng Tang Long Lian Seun Eisape Xudong Wang Roei Herzig Adam Yala Alane Suhr Trevor Darrell David M. Chan VLM CLIP MLLM 103 3 0 19 Mar 2025
Conjuring Positive Pairs for Efficient Unification of Representation Learning and Image Synthesis Imanol G. Estepa Jesús M. Rodríguez-de-Vera Ignacio Sarasúa Bhalaji Nagarajan P. Radeva 54 0 0 19 Mar 2025
Utilization of Neighbor Information for Image Classification with Different Levels of Supervision Gihan Jayatilaka Abhinav Shrivastava M. Gwilliam 64 0 0 18 Mar 2025
Multi-Modal Self-Supervised Semantic Communication Hang Zhao Hongru Li Dongfang Xu Shenghui Song Khaled B. Letaief 44 0 0 18 Mar 2025
Prospects for Mitigating Spectral Variability in Tropical Species Classification Using Self-Supervised Learning Colin Prieur Nassim Ait Ali Braham Paul Tresson Grégoire Vincent J. Chanussot 52 0 0 17 Mar 2025
Cross-Modal Diffusion for Biomechanical Dynamical Systems Through Local Manifold Alignment S. Dey Sarath Ravindran Nair DiffM 75 0 0 15 Mar 2025
Self-Supervised Pretraining for Fine-Grained Plankton Recognition Joona Kareinen T. Eerola K. Kraft L. Lensu S. Suikkanen H. Kalviainen SSL 154 0 0 14 Mar 2025
Dual Test-time Training for Out-of-distribution Recommender System Xihong Yang Yiqi Wang Jin Chen Wenqi Fan Xiangyu Zhao En Zhu Xinwang Liu Defu Lian TTA 110 5 0 13 Mar 2025
Decoupled Doubly Contrastive Learning for Cross Domain Facial Action Unit Detection Yong Li Menglin Liu Zhen Cui Y. Ding Yuan Zong Wenming Zheng Shiguang Shan Cuntai Guan 66 0 0 12 Mar 2025
Implicit Contrastive Representation Learning with Guided Stop-gradient Byeongchan Lee Sehyun Lee SSL 89 2 0 12 Mar 2025
Few-Shot Class-Incremental Model Attribution Using Learnable Representation From CLIP-ViT Features Hanbyul Lee Juneho Yi DiffM 46 0 0 11 Mar 2025
SignRep: Enhancing Self-Supervised Sign Representations Ryan Wong Necati Cihan Camgöz Richard Bowden SLR 53 0 0 11 Mar 2025
Towards Experience Replay for Class-Incremental Learning in Fully-Binary Networks Yanis Basso-Bert Anca Molnos Romain Lemaire William Guicquero Antoine Dupret CLL 41 0 0 10 Mar 2025
VMTS: Vision-Assisted Teacher-Student Reinforcement Learning for Multi-Terrain Locomotion in Bipedal Robots Fu Chen Rui Wan Peidong Liu Nanxing Zheng Bo Zhou 42 0 0 10 Mar 2025
From Motion Signals to Insights: A Unified Framework for Student Behavior Analysis and Feedback in Physical Education Classes Xian Gao Jiacheng Ruan Jingsheng Gao Mingye Xie Zongyun Zhang Ting Liu Yuzhuo Fu 41 0 0 09 Mar 2025
Spatial Context-Driven Positive Pair Sampling for Enhanced Histopathology Image Classification Willmer Rafell Quinones Robles Sakonporn Noree Y. Ko Bryan Wong JongWoo Kim Mun Yi 47 0 0 07 Mar 2025
Discrete Contrastive Learning for Diffusion Policies in Autonomous Driving Kalle Kujanpää Daulet Baimukashev Farzeen Munir Shoaib Azam Tomasz Piotr Kucner J. Pajarinen Ville Kyrki 41 0 0 07 Mar 2025
WeakSupCon: Weakly Supervised Contrastive Learning for Encoder Pre-training Bodong Zhang Hamid Manoochehri Beatrice S. Knudsen Tolga Tasdizen SSL 73 0 0 06 Mar 2025
Beyond H&E: Unlocking Pathological Insights with Polarization via Self-supervised Learning Yao Du Jiaxin Zhuang Xiaoyu Zheng Jing Cong Limei Guo Chao He Lin Luo Xiaomeng Li MedIm 46 1 0 05 Mar 2025
Projection Head is Secretly an Information Bottleneck Zhuo Ouyang Kaiwen Hu Qi Zhang Yifei Wang Yisen Wang 46 0 0 01 Mar 2025
SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning Mingsheng Cai Jiuming Jiang Wenhao Huang Che Liu Rossella Arcucci AI4TS 42 0 0 27 Feb 2025
Sanity Checking Causal Representation Learning on a Simple Real-World System Juan L. Gamella Simon Bing Jakob Runge CML 50 0 0 27 Feb 2025
LISArD: Learning Image Similarity to Defend Against Gray-box Adversarial Attacks Joana Cabral Costa Tiago Roxo Hugo Manuel Proença Pedro R. M. Inácio AAML 55 0 0 27 Feb 2025
DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications Ibrahim Fayad Max Zimmer Martin Schwartz P. Ciais Fabian Gieseke Gabriel Belouze Sarah Brood A. D. Truchis Alexandre d’Aspremont AI4TS 43 0 0 24 Feb 2025
Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph Learning Xingbo Fu Zihan Chen Yinhan He Song Wang Binchi Zhang Chen Chen Jundong Li OOD FedML 61 1 0 24 Feb 2025