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
HEX: Hierarchical Emergence Exploitation in Self-Supervised Algorithms Kiran Kokilepersaud Seulgi Kim M. Prabhushankar Ghassan AlRegib 33 0 0 30 Oct 2024
CNN Explainability with Multivector Tucker Saliency Maps for Self-Supervised Models Aymene Mohammed Bouayed Samuel Deslauriers-Gauthier Adrian Iaccovelli D. Naccache 28 0 0 30 Oct 2024
Dataset Awareness is not Enough: Implementing Sample-level Tail Encouragement in Long-tailed Self-supervised Learning Haowen Xiao Guanghui Liu Xinyi Gao Yang Li Fengmao Lv Jielei Chu 31 0 0 30 Oct 2024
ReMix: Training Generalized Person Re-identification on a Mixture of Data Timur Mamedov Anton Konushin Vadim Konushin 25 1 0 29 Oct 2024
On filter design in deep convolutional neural network Gaurav Hirani Waleed Abdulla 23 1 0 29 Oct 2024
Rethinking Positive Pairs in Contrastive Learning Jiantao Wu Shentong Mo Zhenhua Feng Sara Atito Josef Kitler Muhammad Awais SSL VLM 48 3 0 23 Oct 2024
SRA: A Novel Method to Improve Feature Embedding in Self-supervised Learning for Histopathological Images Hamid Manoochehri Bodong Zhang Beatrice S. Knudsen Tolga Tasdizen 26 1 0 23 Oct 2024
SigCLR: Sigmoid Contrastive Learning of Visual Representations Ömer Veysel Çağatan 24 0 0 22 Oct 2024
ISImed: A Framework for Self-Supervised Learning using Intrinsic Spatial Information in Medical Images Nabil Jabareen Dongsheng Yuan Sören Lukassen SSL 14 0 0 22 Oct 2024
Uncovering RL Integration in SSL Loss: Objective-Specific Implications for Data-Efficient RL Ömer Veysel Çağatan Barış Akgün OffRL 34 0 0 22 Oct 2024
Contrastive random lead coding for channel-agnostic self-supervision of biosignals Thea Brusch Mikkel N. Schmidt T. S. Alstrøm SSL 23 0 0 21 Oct 2024
MACK: Mismodeling Addressed with Contrastive Knowledge Liam Rankin Sheldon D. Rankin Philip C. Harris 18 0 0 17 Oct 2024
Composing Novel Classes: A Concept-Driven Approach to Generalized Category Discovery Chuyu Zhang Peiyan Gu Xueyang Yu Xuming He 28 0 0 17 Oct 2024
Mind the Gap Between Prototypes and Images in Cross-domain Finetuning Hongduan Tian Feng Liu Zhanke Zhou Tongliang Liu Chengqi Zhang Bo Han VLM 37 1 0 16 Oct 2024
Understanding and Scaling Collaborative Filtering Optimization from the Perspective of Matrix Rank Donald Loveland Xinyi Wu Tong Zhao Danai Koutra Neil Shah Mingxuan Ju 34 1 0 15 Oct 2024
LVD-2M: A Long-take Video Dataset with Temporally Dense Captions Tianwei Xiong Yuqing Wang Daquan Zhou Zhijie Lin Jiashi Feng Xihui Liu VGen 28 7 0 14 Oct 2024
SimO Loss: Anchor-Free Contrastive Loss for Fine-Grained Supervised Contrastive Learning Taha Bouhsine Imad El Aaroussi Atik Faysal Wang Huaxia 31 1 0 07 Oct 2024
MARs: Multi-view Attention Regularizations for Patch-based Feature Recognition of Space Terrain Timothy Chase Jr Karthik Dantu 33 0 0 07 Oct 2024
Next state prediction gives rise to entangled, yet compositional representations of objects Tankred Saanum Luca M. Schulze Buschoff Peter Dayan Eric Schulz OCL CoGe OOD 30 1 0 07 Oct 2024
T-JEPA: Augmentation-Free Self-Supervised Learning for Tabular Data Hugo Thimonier José Lucas De Melo Costa Fabrice Popineau Arpad Rimmel Bich-Liên Doan 53 1 0 07 Oct 2024
Self-Supervised Anomaly Detection in the Wild: Favor Joint Embeddings Methods Daniel Otero Rafael Mateus Randall Balestriero 28 0 0 05 Oct 2024
Self-Supervised Keypoint Detection with Distilled Depth Keypoint Representation Aman Anand Elyas Rashno Amir Eskandari F. Zulkernine 24 0 0 04 Oct 2024
Learning Cortico-Muscular Dependence through Orthonormal Decomposition of Density Ratios Shihan Ma Bo Hu Tianyu Jia A. Clarke Blanka Zicher Arnault H. Caillet D. Farina José C. Príncipe 25 0 0 04 Oct 2024
Sm: enhanced localization in Multiple Instance Learning for medical imaging classification Francisco M. Castro-Macías Pablo Morales-Álvarez Yunan Wu Rafael Molina Aggelos K. Katsaggelos 28 1 0 04 Oct 2024
Predictive Attractor Models R. Mounir Sudeep Sarkar 26 0 0 03 Oct 2024
Dataset Distillation via Knowledge Distillation: Towards Efficient Self-Supervised Pre-Training of Deep Networks S. Joshi Jiayi Ni Baharan Mirzasoleiman DD 69 2 0 03 Oct 2024
PHI-S: Distribution Balancing for Label-Free Multi-Teacher Distillation Mike Ranzinger Jon Barker Greg Heinrich Pavlo Molchanov Bryan Catanzaro Andrew Tao 35 5 0 02 Oct 2024
Decorrelation-based Self-Supervised Visual Representation Learning for Writer Identification Arkadip Maitra Shree Mitra Siladittya Manna Saumik Bhattacharya Umapada Pal SSL 25 0 0 02 Oct 2024
Denoising with a Joint-Embedding Predictive Architecture Dengsheng Chen Jie Hu Xiaoming Wei Enhua Wu DiffM 52 2 0 02 Oct 2024
FlashMix: Fast Map-Free LiDAR Localization via Feature Mixing and Contrastive-Constrained Accelerated Training Raktim Gautam Goswami Naman Patel P. Krishnamurthy Farshad Khorrami 23 2 0 27 Sep 2024
Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning Grzegorz Rype'sć Sebastian Cygert Tomasz Trzciñski Bartłomiej Twardowski 30 4 0 26 Sep 2024
Bridging OOD Detection and Generalization: A Graph-Theoretic View Han Wang Yixuan Li CML 34 0 0 26 Sep 2024
Benchmarking Domain Generalization Algorithms in Computational Pathology Neda Zamanitajeddin Mostafa Jahanifar Kesi Xu Fouzia Siraj Nasir M. Rajpoot OOD 33 2 0 25 Sep 2024
3D-JEPA: A Joint Embedding Predictive Architecture for 3D Self-Supervised Representation Learning Naiwen Hu Haozhe Cheng Yifan Xie Shiqi Li Jihua Zhu AI4TS 3DV 29 0 0 24 Sep 2024
Sparks of Artificial General Intelligence(AGI) in Semiconductor Material Science: Early Explorations into the Next Frontier of Generative AI-Assisted Electron Micrograph Analysis Sakhinana Sagar Srinivas Geethan Sannidhi Sreeja Gangasani Chidaksh Ravuru Venkataramana Runkana 33 0 0 17 Sep 2024
Context-Aware Predictive Coding: A Representation Learning Framework for WiFi Sensing B. Barahimi Hina Tabassum M. Omer Omer Waqar SSL 29 0 0 16 Sep 2024
Deep-Wide Learning Assistance for Insect Pest Classification Toan Nguyen Huy Nguyen Huy Ung Hieu T. Ung Binh T. Nguyen 24 0 0 16 Sep 2024
Domain-Invariant Representation Learning of Bird Sounds Ilyass Moummad Romain Serizel Emmanouil Benetos Nicolas Farrugia SSL 40 2 0 13 Sep 2024
Hierarchical Multi-Label Classification with Missing Information for Benthic Habitat Imagery Isaac Xu B. Misiuk Scott C. Lowe Martin Gillis Craig J. Brown Thomas Trappenberg SSL 25 3 0 10 Sep 2024
Explaining Human Comparisons using Alignment-Importance Heatmaps Nhut Truong Dario Pesenti Uri Hasson 34 0 0 08 Sep 2024
Explicit Mutual Information Maximization for Self-Supervised Learning Lele Chang Peilin Liu Qinghai Guo Fei Wen SSL 21 0 0 07 Sep 2024
CrysAtom: Distributed Representation of Atoms for Crystal Property Prediction Shrimon Mukherjee Madhusudan Ghosh Partha Basuchowdhuri 32 0 0 07 Sep 2024
Dual-Level Cross-Modal Contrastive Clustering Haixin Zhang Yongjun Li Dong Huang VLM 32 0 0 06 Sep 2024
Few-Shot Continual Learning for Activity Recognition in Classroom Surveillance Images Yilei Qian Kanglei Geng Kailong Chen Shaoxu Cheng Linfeng XU Hongliang Li Fanman Meng Q. Wu CLL 20 0 0 05 Sep 2024
Learning Robust Representations for Communications over Noisy Channels Sudharsan Senthil Shubham Paul Nambi Seshadri R. David Koilpillai 18 1 0 02 Sep 2024
Contrastive Learning with Synthetic Positives Dewen Zeng Yawen Wu Xinrong Hu Xiaowei Xu Yiyu Shi SyDa SSL 51 1 0 30 Aug 2024
A Survey of the Self Supervised Learning Mechanisms for Vision Transformers Asifullah Khan A. Sohail M. Fiaz Mehdi Hassan Tariq Habib Afridi ... Muhammad Zaigham Zaheer Kamran Ali Tangina Sultana Ziaurrehman Tanoli Naeem Akhter 45 3 0 30 Aug 2024
Blending Low and High-Level Semantics of Time Series for Better Masked Time Series Generation Johan Vik Mathisen Erlend Lokna Daesoo Lee Erlend Aune BDL AI4TS 24 0 0 29 Aug 2024
Enhancing Sound Source Localization via False Negative Elimination Zengjie Song Jiangshe Zhang Yuxi Wang Junsong Fan Zhaoxiang Zhang 40 0 0 29 Aug 2024
Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding Approach Mian Zou Baosheng Yu Yibing Zhan Siwei Lyu Kede Ma CVBM 32 2 0 29 Aug 2024