Barlow Twins: Self-Supervised Learning via Redundancy Reduction

4 March 2021

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

50 / 1,369 papers shown

Title
Self-Supervised Pretraining for 2D Medical Image Segmentation András Kalapos Bálint Gyires-Tóth 17 31 0 01 Sep 2022
Self-Supervised Pyramid Representation Learning for Multi-Label Visual Analysis and Beyond Cheng-Yen Hsieh Chih-Jung Chang Fu-En Yang Yu-Chiang Frank Wang SSL 30 8 0 30 Aug 2022
MORI-RAN: Multi-view Robust Representation Learning via Hybrid Contrastive Fusion Guanzhou Ke Yong-Nan Zhu Yang Yu 37 7 0 26 Aug 2022
Light-weight probing of unsupervised representations for Reinforcement Learning Wancong Zhang Anthony GX-Chen Vlad Sobal Yann LeCun Nicolas Carion SSL OffRL 41 13 0 25 Aug 2022
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey Yanbei Chen Massimiliano Mancini Xiatian Zhu Zeynep Akata 45 113 0 24 Aug 2022
SCALE: Online Self-Supervised Lifelong Learning without Prior Knowledge Xiaofan Yu Yunhui Guo Sicun Gao Tajana Simunic CLL SSL 36 15 0 24 Aug 2022
Test-time Training for Data-efficient UCDR Soumava Paul Titir Dutta Aheli Saha Abhishek Samanta Soma Biswas OOD 24 0 0 19 Aug 2022
Siamese Prototypical Contrastive Learning Shentong Mo Zhun Sun Chao Li SSL 27 12 0 18 Aug 2022
Matching Multiple Perspectives for Efficient Representation Learning Omiros Pantazis M. Salvaris SSL 41 0 0 16 Aug 2022
Enhancing Graph Contrastive Learning with Node Similarity Hongliang Chi Yao Ma SSL 39 3 0 13 Aug 2022
RenyiCL: Contrastive Representation Learning with Skew Renyi Divergence Kyungmin Lee Jinwoo Shin SSL DRL 31 10 0 12 Aug 2022
Instance Image Retrieval by Learning Purely From Within the Dataset Zhongyan Zhang Lei Wang Yang Wang Luping Zhou Jianjia Zhang Peng Wang Fangxiao Chen SSL 18 0 0 12 Aug 2022
MILAN: Masked Image Pretraining on Language Assisted Representation Zejiang Hou Fei Sun Yen-kuang Chen Yuan Xie S. Kung ViT 34 68 0 11 Aug 2022
Differencing based Self-supervised pretraining for Scene Change Detection V. Ramkumar Elahe Arani Bahram Zonooz 18 3 0 11 Aug 2022
On the Pros and Cons of Momentum Encoder in Self-Supervised Visual Representation Learning T. Pham Chaoning Zhang Axi Niu Kang Zhang Chang D. Yoo 36 11 0 11 Aug 2022
Self-Knowledge Distillation via Dropout Hyoje Lee Yeachan Park Hyun Seo Myung-joo Kang FedML 19 14 0 11 Aug 2022
Comparison of semi-supervised learning methods for High Content Screening quality control Umar Masud Ethan O. Cohen Ihab Bendidi Guillaume Bollot Auguste Genovesio 31 4 0 09 Aug 2022
Understanding Masked Image Modeling via Learning Occlusion Invariant Feature Xiangwen Kong Xiangyu Zhang SSL 32 53 0 08 Aug 2022
Contrastive Positive Mining for Unsupervised 3D Action Representation Learning Haoyuan Zhang Yonghong Hou Wenjing Zhang Wanqing Li SSL 34 38 0 06 Aug 2022
Analyzing Data-Centric Properties for Graph Contrastive Learning Puja Trivedi Ekdeep Singh Lubana Mark Heimann Danai Koutra Jayaraman J. Thiagarajan 30 11 0 04 Aug 2022
GPPF: A General Perception Pre-training Framework via Sparsely Activated Multi-Task Learning Benyuan Sun Jinqiao Dai Zihao Liang Cong Liu Yi Yang Bo Bai MoE 18 4 0 03 Aug 2022
COCOA: Cross Modality Contrastive Learning for Sensor Data Shohreh Deldari Hao Xue Aaqib Saeed Daniel V. Smith Flora D. Salim SSL 45 38 0 31 Jul 2022
BYOLMed3D: Self-Supervised Representation Learning of Medical Videos using Gradient Accumulation Assisted 3D BYOL Framework Siladittya Manna Rakesh Dey Souvik Chakraborty SSL 16 0 0 31 Jul 2022
Revisiting the Critical Factors of Augmentation-Invariant Representation Learning Junqiang Huang Xiangwen Kong Xiangyu Zhang 30 6 0 30 Jul 2022
Improving Fine-tuning of Self-supervised Models with Contrastive Initialization Haolin Pan Yong Guo Qinyi Deng Hao-Fan Yang Yiqun Chen Jian Chen SSL 18 20 0 30 Jul 2022
A Survey on Masked Autoencoder for Self-supervised Learning in Vision and Beyond Chaoning Zhang Chenshuang Zhang Junha Song John Seon Keun Yi Kang Zhang In So Kweon SSL 57 71 0 30 Jul 2022
KG-NSF: Knowledge Graph Completion with a Negative-Sample-Free Approach A.B. Bahaj Safae Lhazmir Mounir Ghogho 16 1 0 29 Jul 2022
Self-supervised learning with rotation-invariant kernels Léon Zheng Gilles Puy E. Riccietti Patrick Pérez Rémi Gribonval SSL 19 2 0 28 Jul 2022
On the robustness of self-supervised representations for multi-view object classification David Torpey Richard Klein SSL 11 1 0 27 Jul 2022
Contrastive Masked Autoencoders are Stronger Vision Learners Zhicheng Huang Xiaojie Jin Cheng Lu Qibin Hou Mingg-Ming Cheng Dongmei Fu Xiaohui Shen Jiashi Feng 50 148 0 27 Jul 2022
Unsupervised Domain Adaptation for Video Transformers in Action Recognition Victor G. Turrisi da Costa Giacomo Zara Paolo Rota Thiago Oliveira-Santos N. Sebe Vittorio Murino Elisa Ricci 16 13 0 26 Jul 2022
S-Prompts Learning with Pre-trained Transformers: An Occam's Razor for Domain Incremental Learning Yabin Wang Zhiwu Huang Xiaopeng Hong CLL VLM 27 210 0 26 Jul 2022
Dynamic Channel Selection in Self-Supervised Learning Tarun Krishna Ayush K. Rai Y. A. D. Djilali Alan F. Smeaton Kevin McGuinness Noel E. O'Connor SSL 36 2 0 25 Jul 2022
Better Reasoning Behind Classification Predictions with BERT for Fake News Detection Daesoo Lee SSL 25 0 0 23 Jul 2022
Scale dependant layer for self-supervised nuclei encoding Peter Naylor Yao-Hung Hubert Tsai Marick Laé Makoto Yamada SSL 30 0 0 22 Jul 2022
Decoupled Adversarial Contrastive Learning for Self-supervised Adversarial Robustness Chaoning Zhang Kang Zhang Chenshuang Zhang Axi Niu Jiu Feng Chang D. Yoo In So Kweon SSL 35 24 0 22 Jul 2022
GOCA: Guided Online Cluster Assignment for Self-Supervised Video Representation Learning Huseyin Coskun Alireza Zareian Joshua L. Moore F. Tombari Chen Wang SSL 53 3 0 20 Jul 2022
Self-Supervision Can Be a Good Few-Shot Learner Yuning Lu Liangjiang Wen Jianzhuang Liu Yajing Liu Xinmei Tian SSL 22 37 0 19 Jul 2022
Semantic Novelty Detection via Relational Reasoning Francesco Cappio Borlino S. Bucci Tatiana Tommasi 17 4 0 18 Jul 2022
Action-based Contrastive Learning for Trajectory Prediction Marah Halawa Olaf Hellwich Pia Bideau 21 29 0 18 Jul 2022
ExAgt: Expert-guided Augmentation for Representation Learning of Traffic Scenarios Lakshman Balasubramanian Jonas Wurst R. Egolf M. Botsch Wolfgang Utschick Ke Deng ViT 35 1 0 18 Jul 2022
Fast-MoCo: Boost Momentum-based Contrastive Learning with Combinatorial Patches Yuanzheng Ci Chen Lin Lei Bai Wanli Ouyang SSL 26 24 0 17 Jul 2022
Visually-aware Acoustic Event Detection using Heterogeneous Graphs A. Shirian Krishna Somandepalli Victor Sanchez T. Guha 14 3 0 16 Jul 2022
Model-Aware Contrastive Learning: Towards Escaping the Dilemmas Zizheng Huang Haoxing Chen Ziqi Wen Chao Zhang Huaxiong Li Bojuan Wang Chunlin Chen 32 8 0 16 Jul 2022
HOME: High-Order Mixed-Moment-based Embedding for Representation Learning Chuang Niu Ge Wang SSL 15 4 0 15 Jul 2022
Benchmarking Omni-Vision Representation through the Lens of Visual Realms Yuanhan Zhang Zhen-fei Yin Jing Shao Ziwei Liu VLM 46 26 0 14 Jul 2022
ConCL: Concept Contrastive Learning for Dense Prediction Pre-training in Pathology Images Jiawei Yang Hanbo Chen Yuan Liang Junzhou Huang Lei He Jianhua Yao 46 18 0 14 Jul 2022
CoSCL: Cooperation of Small Continual Learners is Stronger than a Big One Liyuan Wang Xingxing Zhang Qian Li Jun Zhu Yi Zhong CLL 38 46 0 13 Jul 2022
Unsupervised Visual Representation Learning by Synchronous Momentum Grouping Bo Pang Yifan Zhang Yaoyi Li Jia Cai Cewu Lu SSL 25 27 0 13 Jul 2022
The Free Energy Principle for Perception and Action: A Deep Learning Perspective Pietro Mazzaglia Tim Verbelen Ozan Çatal Bart Dhoedt DRL AI4CE 30 31 0 13 Jul 2022