Barlow Twins: Self-Supervised Learning via Redundancy Reduction

4 March 2021

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

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Title
Parameter-Efficient Quantized Mixture-of-Experts Meets Vision-Language Instruction Tuning for Semiconductor Electron Micrograph Analysis Sakhinana Sagar Srinivas Chidaksh Ravuru Geethan Sannidhi Venkataramana Runkana 43 0 0 27 Aug 2024
Multi-Modal Instruction-Tuning Small-Scale Language-and-Vision Assistant for Semiconductor Electron Micrograph Analysis Sakhinana Sagar Srinivas Geethan Sannidhi Venkataramana Runkana 38 1 0 27 Aug 2024
Can Transformers Do Enumerative Geometry? Baran Hashemi Roderic G. Corominas Alessandro Giacchetto 39 2 0 27 Aug 2024
Extremely Fine-Grained Visual Classification over Resembling Glyphs in the Wild F. Bougourzi Fadi Dornaika Chongsheng Zhang 32 0 0 25 Aug 2024
Hierarchical Network Fusion for Multi-Modal Electron Micrograph Representation Learning with Foundational Large Language Models Sakhinana Sagar Srinivas Geethan Sannidhi Venkataramana Runkana 35 0 0 24 Aug 2024
Preliminary Investigations of a Multi-Faceted Robust and Synergistic Approach in Semiconductor Electron Micrograph Analysis: Integrating Vision Transformers with Large Language and Multimodal Models Sakhinana Sagar Srinivas Geethan Sannidhi Sreeja Gangasani Chidaksh Ravuru Venkataramana Runkana 29 0 0 24 Aug 2024
MICM: Rethinking Unsupervised Pretraining for Enhanced Few-shot Learning Zhenyu Zhang Guangyao Chen Yixiong Zou Zhimeng Huang Yuhua Li Ruixuan Li VLM 31 2 0 23 Aug 2024
Foundational Model for Electron Micrograph Analysis: Instruction-Tuning Small-Scale Language-and-Vision Assistant for Enterprise Adoption Sakhinana Sagar Srinivas Chidaksh Ravuru Geethan Sannidhi Venkataramana Runkana 33 0 0 23 Aug 2024
A New Era in Computational Pathology: A Survey on Foundation and Vision-Language Models Dibaloke Chanda Milan Aryal Nasim Yahya Soltani Masoud Ganji AI4CE VLM 36 7 0 23 Aug 2024
Multi-Task Curriculum Graph Contrastive Learning with Clustering Entropy Guidance Chusheng Zeng Bocheng Wang Jinghui Yuan Rong Wang Mulin. Chen 26 0 0 22 Aug 2024
Vision HgNN: An Electron-Micrograph is Worth Hypergraph of Hypernodes Sakhinana Sagar Srinivas Rajat Kumar Sarkar Sreeja Gangasani Venkataramana Runkana 35 2 0 21 Aug 2024
EMCNet : Graph-Nets for Electron Micrographs Classification Sakhinana Sagar Srinivas Rajat Kumar Sarkar Venkataramana Runkana 32 0 0 21 Aug 2024
DisMix: Disentangling Mixtures of Musical Instruments for Source-level Pitch and Timbre Manipulation Yin-Jyun Luo K. Cheuk Woosung Choi Toshimitsu Uesaka Keisuke Toyama ... Chieh-Hsin Lai Yuhta Takida Wei-Hsiang Liao Simon Dixon Yuki Mitsufuji CoGe 49 2 0 20 Aug 2024
PooDLe: Pooled and dense self-supervised learning from naturalistic videos Alex N. Wang Christopher Hoang Yuwen Xiong Yann LeCun Mengye Ren 76 0 0 20 Aug 2024
Leveraging Superfluous Information in Contrastive Representation Learning Xuechu Yu SSL 24 1 0 19 Aug 2024
Uniting contrastive and generative learning for event sequences models Aleksandr Yugay Alexey Zaytsev AI4TS 32 1 0 19 Aug 2024
Image-based Freeform Handwriting Authentication with Energy-oriented Self-Supervised Learning Jingyao Wang Luntian Mou Changwen Zheng Wen Gao AAML 23 2 0 19 Aug 2024
SpectralEarth: Training Hyperspectral Foundation Models at Scale Nassim Ait Ali Braham C. Albrecht Julien Mairal J. Chanussot Yi Wang X. Zhu 38 12 0 15 Aug 2024
The Clever Hans Effect in Unsupervised Learning Jacob R. Kauffmann Jonas Dippel Lukas Ruff Wojciech Samek Klaus-Robert Müller G. Montavon SSL CML HAI 34 1 0 15 Aug 2024
Whitening Consistently Improves Self-Supervised Learning András Kalapos Bálint Gyires-Tóth SSL 39 0 0 14 Aug 2024
CoBooM: Codebook Guided Bootstrapping for Medical Image Representation Learning Azad Singh Deepak Mishra SSL 42 1 0 08 Aug 2024
Unsupervised Representation Learning by Balanced Self Attention Matching Daniel Shalam Simon Korman SSL 33 0 0 04 Aug 2024
Image Clustering Algorithm Based on Self-Supervised Pretrained Models and Latent Feature Distribution Optimization Qiuyu Zhu Liheng Hu Sijin Wang SSL VLM 19 1 0 04 Aug 2024
Rethinking Pre-Trained Feature Extractor Selection in Multiple Instance Learning for Whole Slide Image Classification Bryan Wong MunYong Yi Mun Yong Yi VLM 50 0 0 02 Aug 2024
Virchow2: Scaling Self-Supervised Mixed Magnification Models in Pathology Eric Zimmermann Eugene Vorontsov Julian Viret Adam Casson Michal Zelechowski ... Razik Yousfi Thomas J. Fuchs Nicolò Fusi Siqi Liu Kristen Severson MedIm 31 29 0 01 Aug 2024
What comes after transformers? -- A selective survey connecting ideas in deep learning Johannes Schneider AI4CE 35 2 0 01 Aug 2024
Leveraging Self-Supervised Learning for Fetal Cardiac Planes Classification using Ultrasound Scan Videos Joseph Geo Benjamin Mothilal Asokan Amna Alhosani Hussain Alasmawi Werner Gerhard Diehl Leanne Bricker Karthik Nandakumar Mohammad Yaqub 32 0 0 31 Jul 2024
Barlow Twins Deep Neural Network for Advanced 1D Drug-Target Interaction Prediction Maximilian G. Schuh Davide Boldini Annkathrin I. Bohne Stephan A. Sieber 28 0 0 31 Jul 2024
Dense Self-Supervised Learning for Medical Image Segmentation Maxime Seince Loic Le Folgoc Luiz Augusto Facury de Souza Elsa Angelini SSL 24 0 0 29 Jul 2024
Self-Supervised Learning for Text Recognition: A Critical Survey Carlos Peñarrubia J. J. Valero-Mas Jorge Calvo-Zaragoza 69 1 0 29 Jul 2024
A Survey on Cell Nuclei Instance Segmentation and Classification: Leveraging Context and Attention João D. Nunes D. Montezuma Domingos Oliveira Tania Pereira Jaime S. Cardoso 49 1 0 26 Jul 2024
DualFed: Enjoying both Generalization and Personalization in Federated Learning via Hierachical Representations Guogang Zhu Xuefeng Liu Jianwei Niu Shaojie Tang Xinghao Wu Jiayuan Zhang AI4CE 47 1 0 25 Jul 2024
Unsqueeze [CLS] Bottleneck to Learn Rich Representations Qing Su Shihao Ji 24 0 0 24 Jul 2024
PEEKABOO: Hiding parts of an image for unsupervised object localization Hasib Zunair u 24 A.BenHamza SSL 36 0 0 24 Jul 2024
Contrastive Learning Is Not Optimal for Quasiperiodic Time Series A. Atienza J. Bardram S. Puthusserypady BDL AI4TS 33 2 0 24 Jul 2024
Predicting the Best of N Visual Trackers B. Alawode S. Javed Arif Mahmood Jirí Matas 41 1 0 22 Jul 2024
Computer Audition: From Task-Specific Machine Learning to Foundation Models Andreas Triantafyllopoulos Iosif Tsangko Alexander Gebhard A. Mesaros Tuomas Virtanen Björn Schuller 45 4 0 22 Jul 2024
Self-Supervised Video Representation Learning in a Heuristic Decoupled Perspective Zeen Song Jingyao Wang Jianqi Zhang Changwen Zheng Wenwen Qiang SSL 58 0 0 19 Jul 2024
Are We Ready for Out-of-Distribution Detection in Digital Pathology? Ji-Hun Oh Kianoush Falahkheirkhah Rohit Bhargava OODD 43 2 0 18 Jul 2024
Universal Facial Encoding of Codec Avatars from VR Headsets Shaojie Bai Tenia Wang Chenghui Li Akshay Venkatesh Tomas Simon ... Gabriel Schwartz Ryan Wrench Jason M. Saragih Yaser Sheikh S. Wei 3DH 22 6 0 17 Jul 2024
CDFL: Efficient Federated Human Activity Recognition using Contrastive Learning and Deep Clustering Ensieh Khazaei Alireza Esmaeilzehi Bilal Taha Dimitrios Hatzinakos FedML 22 1 0 17 Jul 2024
A Closer Look at Benchmarking Self-Supervised Pre-training with Image Classification Markus Marks Manuel Knott Neehar Kondapaneni Elijah Cole T. Defraeye Fernando Pérez-Cruz Pietro Perona SSL 45 2 0 16 Jul 2024
CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning Erum Mushtaq D. Yaldiz Yavuz Faruk Bakman Jie Ding Chenyang Tao Dimitrios Dimitriadis A. Avestimehr CLL 34 1 0 16 Jul 2024
Distractors-Immune Representation Learning with Cross-modal Contrastive Regularization for Change Captioning Yunbin Tu Liang-Sheng Li Li Su Chenggang Yan Qin Huang 37 5 0 16 Jul 2024
Efficient Unsupervised Visual Representation Learning with Explicit Cluster Balancing Ioannis Maniadis Metaxas Georgios Tzimiropoulos Ioannis Patras SSL 29 0 0 15 Jul 2024
Learning Unlabeled Clients Divergence via Anchor Model Aggregation for Federated Semi-supervised Learning Marawan Elbatel Hualiang Wang Jixiang Chen Hao Wang Xiaomeng Li FedML 55 0 0 14 Jul 2024
A Self-Supervised Learning Pipeline for Demographically Fair Facial Attribute Classification Sreeraj Ramachandran A. Rattani 35 1 0 14 Jul 2024
Exemplar-free Continual Representation Learning via Learnable Drift Compensation Alex Gomez-Villa Dipam Goswami Kai Wang Andrew D. Bagdanov Bartlomiej Twardowski Joost van de Weijer CLL SSL 29 9 0 11 Jul 2024
Paving the way toward foundation models for irregular and unaligned Satellite Image Time Series Iris Dumeur Silvia Valero Jordi Inglada 34 3 0 11 Jul 2024
TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data Siyi Du Shaoming Zheng Yinsong Wang Wenjia Bai D. O’Regan Chen Qin LMTD 36 4 0 10 Jul 2024