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
Improved Canonicalization for Model Agnostic Equivariance Siba Smarak Panigrahi Arnab Kumar Mondal 45 3 0 23 May 2024
PhiNets: Brain-inspired Non-contrastive Learning Based on Temporal Prediction Hypothesis Satoki Ishikawa Makoto Yamada Han Bao Yuki Takezawa 66 0 0 23 May 2024
Maximum Manifold Capacity Representations in State Representation Learning Li Meng Morten Goodwin Anis Yazidi P. Engelstad 49 0 0 22 May 2024
From CNNs to Transformers in Multimodal Human Action Recognition: A Survey Muhammad Bilal Shaikh Syed Mohammed Shamsul Islam Douglas Chai Naveed Akhtar 35 9 0 22 May 2024
Towards Graph Contrastive Learning: A Survey and Beyond Wei Ju Yifan Wang Yifang Qin Zhengyan Mao Zhiping Xiao ... Dongjie Wang Qingqing Long Siyu Yi Xiao Luo Ming Zhang 59 12 0 20 May 2024
DINO as a von Mises-Fisher mixture model Hariprasath Govindarajan Per Sidén Jacob Roll Fredrik Lindsten 42 11 0 17 May 2024
Self-supervised vision-langage alignment of deep learning representations for bone X-rays analysis A. Englebert Anne-Sophie Collin O. Cornu Christophe De Vleeschouwer 34 1 0 14 May 2024
Investigating Design Choices in Joint-Embedding Predictive Architectures for General Audio Representation Learning Alain Riou Stefan Lattner Gaëtan Hadjeres Geoffroy Peeters 40 2 0 14 May 2024
Semi-Self-Supervised Domain Adaptation: Developing Deep Learning Models with Limited Annotated Data for Wheat Head Segmentation Alireza Ghanbari G. Shirdel Farhad Maleki 29 4 0 12 May 2024
Interpretable Multi-task Learning with Shared Variable Embeddings Maciej Żelaszczyk Jacek Mañdziuk 21 0 0 10 May 2024
A Review on Discriminative Self-supervised Learning Methods in Computer Vision Nikolaos Giakoumoglou Tania Stathaki Athanasios Gkelias SSL 64 1 0 08 May 2024
BenthicNet: A global compilation of seafloor images for deep learning applications Scott C. Lowe B. Misiuk Isaac Xu Shakhboz Abdulazizov A. R. Baroi ... Jordan A. Thomson Brittany R. Wilson Melisa C. Wong Craig J. Brown Thomas Trappenberg 49 3 0 08 May 2024
WISER: Weak supervISion and supErvised Representation learning to improve drug response prediction in cancer Kumar Shubham A. Jayagopal Syed Mohammed Danish AP Prathosh Vaibhav Rajan OOD 32 3 0 07 May 2024
FedSC: Provable Federated Self-supervised Learning with Spectral Contrastive Objective over Non-i.i.d. Data Shusen Jing Anlan Yu Shuai Zhang Songyang Zhang FedML 31 1 0 07 May 2024
S3Former: Self-supervised High-resolution Transformer for Solar PV Profiling Minh-Triet Tran Adrian de Luis Haitao Liao Ying Huang Roy McCann Alan Mantooth Jack Cothren Ngan Le 90 0 0 07 May 2024
JOSENet: A Joint Stream Embedding Network for Violence Detection in Surveillance Videos Pietro Nardelli Danilo Comminiello 19 0 0 05 May 2024
I $^3$ Net: Inter-Intra-slice Interpolation Network for Medical Slice Synthesis Haofei Song Xintian Mao Jing Yu Qingli Li Yan Wang OOD 48 1 0 05 May 2024
Torch2Chip: An End-to-end Customizable Deep Neural Network Compression and Deployment Toolkit for Prototype Hardware Accelerator Design Jian Meng Yuan Liao Anupreetham Anupreetham Ahmed Hassan Shixing Yu Han-Sok Suh Xiaofeng Hu Jae-sun Seo MQ 49 1 0 02 May 2024
Adapting Self-Supervised Learning for Computational Pathology Eric Zimmermann Neil Tenenholtz James Hall George Shaikovski Michal Zelechowski ... Fausto Milletari Julian Viret Eugene Vorontsov Siqi Liu Kristen Severson OOD 40 1 0 02 May 2024
Improving Disease Detection from Social Media Text via Self-Augmentation and Contrastive Learning Pervaiz Iqbal Khan Andreas Dengel Sheraz Ahmed 30 1 0 30 Apr 2024
SemiPL: A Semi-supervised Method for Event Sound Source Localization Yue Li Baiqiao Yin Jinfu Liu Jiajun Wen Jiaying Lin Mengyuan Liu 37 0 0 30 Apr 2024
Integrating Present and Past in Unsupervised Continual Learning Yipeng Zhang Laurent Charlin R. Zemel Mengye Ren CLL 35 2 0 29 Apr 2024
ODCR: Orthogonal Decoupling Contrastive Regularization for Unpaired Image Dehazing Zhongze Wang Haitao Zhao Jingchao Peng Lujian Yao Kaijie Zhao 32 8 0 27 Apr 2024
Center-Based Relaxed Learning Against Membership Inference Attacks Xingli Fang Jung-Eun Kim 41 2 0 26 Apr 2024
Self-supervised visual learning in the low-data regime: a comparative evaluation Sotirios Konstantakos Despina Ioanna Chalkiadaki Ioannis Mademlis Yuki M. Asano E. Gavves Georgios Th. Papadopoulos 36 6 0 26 Apr 2024
Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability, Composability, and Decomposability from Anatomy via Self-Supervision M. Taher Michael B. Gotway Jianming Liang MedIm 31 5 0 24 Apr 2024
A Unified Replay-based Continuous Learning Framework for Spatio-Temporal Prediction on Streaming Data Hao Miao Yan Zhao Chenjuan Guo Bin Yang Kai Zheng Feiteng Huang Jiandong Xie Christian S. Jensen AI4TS CLL 42 30 0 23 Apr 2024
Joint Quality Assessment and Example-Guided Image Processing by Disentangling Picture Appearance from Content Abhinau K. Venkataramanan Cosmin Stejerean Ioannis Katsavounidis Hassene Tmar A. Bovik DRL 44 1 0 20 Apr 2024
SiNC+: Adaptive Camera-Based Vitals with Unsupervised Learning of Periodic Signals Jeremy Speth Nathan Vance Patrick Flynn Adam Czajka 38 1 0 20 Apr 2024
An Experimental Study on Exploring Strong Lightweight Vision Transformers via Masked Image Modeling Pre-Training Jin Gao Shubo Lin Shaoru Wang Yutong Kou Zeming Li Liang Li Congxuan Zhang Xiaoqin Zhang Yizheng Wang Weiming Hu 44 1 0 18 Apr 2024
EMC $^2$ : Efficient MCMC Negative Sampling for Contrastive Learning with Global Convergence Chung-Yiu Yau Hoi-To Wai Parameswaran Raman Soumajyoti Sarkar Mingyi Hong 31 1 0 16 Apr 2024
Knowledge-enhanced Visual-Language Pretraining for Computational Pathology Xiao Zhou Xiaoman Zhang Chaoyi Wu Ya-Qin Zhang Weidi Xie Yanfeng Wang VLM 32 7 0 15 Apr 2024
Can We Break Free from Strong Data Augmentations in Self-Supervised Learning? Shruthi Gowda Elahe Arani Bahram Zonooz 33 1 0 15 Apr 2024
An Experimental Comparison Of Multi-view Self-supervised Methods For Music Tagging Gabriel Meseguer-Brocal Dorian Desblancs Romain Hennequin SSL 44 3 0 14 Apr 2024
Masked Image Modeling as a Framework for Self-Supervised Learning across Eye Movements Robin Weiler Matthias Brucklacher C. Pennartz Sander M. Bohté 38 0 0 12 Apr 2024
Contrastive-Based Deep Embeddings for Label Noise-Resilient Histopathology Image Classification Lucas Dedieu Nicolas Nerrienet A. Nivaggioli Clara Simmat Marceau Clavel Arnaud Gauthier Stéphane Sockeel Rémy Peyret NoLa 26 1 0 11 Apr 2024
High-Dimension Human Value Representation in Large Language Models Samuel Cahyawijaya Delong Chen Yejin Bang Leila Khalatbari Bryan Wilie Ziwei Ji Etsuko Ishii Pascale Fung 68 5 0 11 Apr 2024
NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG Cheol-Hui Lee Hakseung Kim Hyun-jee Han Min-Kyung Jung Byung C. Yoon Dong-Joo Kim 37 5 0 10 Apr 2024
How to Craft Backdoors with Unlabeled Data Alone? Yifei Wang Wenhan Ma Stefanie Jegelka Yisen Wang SyDa 29 0 0 10 Apr 2024
From Barlow Twins to Triplet Training: Differentiating Dementia with Limited Data Yitong Li Tom Nuno Wolf Sebastian Polsterl Igor Yakushev Dennis M. Hedderich Christian Wachinger 37 1 0 09 Apr 2024
DELTA: Decoupling Long-Tailed Online Continual Learning S. Raghavan Jiangpeng He F. Zhu 75 2 0 06 Apr 2024
On the Surprising Efficacy of Distillation as an Alternative to Pre-Training Small Models Sean Farhat Deming Chen 42 0 0 04 Apr 2024
A Unified Membership Inference Method for Visual Self-supervised Encoder via Part-aware Capability Jie Zhu Jirong Zha Ding Li Leye Wang 37 6 0 03 Apr 2024
Selective Attention-based Modulation for Continual Learning Giovanni Bellitto Federica Proietto Salanitri M. Pennisi Matteo Boschini Angelo Porrello Simone Calderara S. Palazzo C. Spampinato CLL 42 1 0 29 Mar 2024
MVEB: Self-Supervised Learning with Multi-View Entropy Bottleneck Liangjiang Wen Xiasi Wang Jianzhuang Liu Zenglin Xu 28 2 0 28 Mar 2024
TransFusion: Contrastive Learning with Transformers Huanran Li Daniel Pimentel-Alarcón 34 0 0 27 Mar 2024
Branch-Tuning: Balancing Stability and Plasticity for Continual Self-Supervised Learning Wenzhuo Liu Fei Zhu Cheng-Lin Liu CLL 37 2 0 27 Mar 2024
Masked Autoencoders are PDE Learners Anthony Y. Zhou A. Farimani AI4CE 38 6 0 26 Mar 2024
Towards Large-Scale Training of Pathology Foundation Models kaiko.ai N. Aben Edwin D. de Jong Ioannis Gatopoulos Nicolas Kanzig Mikhail Karasikov Axel Lagré Roman Moser J. Doorn Fei Tang MedIm AI4CE 37 9 0 24 Mar 2024
ConGeo: Robust Cross-view Geo-localization across Ground View Variations Li Mi Chang Xu J. Castillo-Navarro Syrielle Montariol Wen Yang Antoine Bosselut D. Tuia ObjD 26 4 0 20 Mar 2024