A Simple Framework for Contrastive Learning of Visual Representations

13 February 2020

Papers citing "A Simple Framework for Contrastive Learning of Visual Representations"

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Title
Self-supervised learning for skin cancer diagnosis with limited training data Hamish Haggerty Rohitash Chandra 21 3 0 01 Jan 2024
Neural Networks Against (and For) Self-Training: Classification with Small Labeled and Large Unlabeled Sets Payam Karisani 15 1 0 31 Dec 2023
Masked Modeling for Self-supervised Representation Learning on Vision and Beyond Siyuan Li Luyuan Zhang Zedong Wang Di Wu Lirong Wu ... Jun-Xiong Xia Cheng Tan Yang Liu Baigui Sun Stan Z. Li SSL 31 14 0 31 Dec 2023
SynCDR : Training Cross Domain Retrieval Models with Synthetic Data Samarth Mishra Carlos D. Castillo Hongcheng Wang Kate Saenko Venkatesh Saligrama 51 1 0 31 Dec 2023
Balanced Multi-modal Federated Learning via Cross-Modal Infiltration Yunfeng Fan Wenchao Xu Haozhao Wang Jiaqi Zhu Song Guo 26 0 0 31 Dec 2023
SSL-OTA: Unveiling Backdoor Threats in Self-Supervised Learning for Object Detection Qiannan Wang Changchun Yin Lu Zhou Liming Fang 11 1 0 30 Dec 2023
Contrastive learning-based agent modeling for deep reinforcement learning Wenhao Ma Yu-Cheng Chang Jie Yang Yu-Kai Wang Chin-Teng Lin OffRL 20 0 0 30 Dec 2023
Morphing Tokens Draw Strong Masked Image Models Taekyung Kim Byeongho Heo Dongyoon Han 46 3 0 30 Dec 2023
Self-supervised Pretraining for Decision Foundation Model: Formulation, Pipeline and Challenges Xiaoqian Liu Jianbin Jiao Junge Zhang OffRL LRM 34 2 0 29 Dec 2023
Generative Posterior Networks for Approximately Bayesian Epistemic Uncertainty Estimation Melrose Roderick Felix Berkenkamp Fatemeh Sheikholeslami Zico Kolter UQCV 11 0 0 29 Dec 2023
Learning Vision from Models Rivals Learning Vision from Data Yonglong Tian Lijie Fan Kaifeng Chen Dina Katabi Dilip Krishnan Phillip Isola 27 45 0 28 Dec 2023
Unsupervised Universal Image Segmentation Dantong Niu Xudong Wang Xinyang Han Long Lian Roei Herzig Trevor Darrell VLM 27 17 0 28 Dec 2023
3DTINC: Time-Equivariant Non-Contrastive Learning for Predicting Disease Progression from Longitudinal OCTs T. Emre A. Chakravarty Antoine Rivail Dmitrii Lachinov Oliver Leingang ... S. Sivaprasad Daniel Rueckert A. Lotery U. Schmidt-Erfurth Hrvoje Bogunović MedIm 25 3 0 28 Dec 2023
DeLR: Active Learning for Detection with Decoupled Localization and Recognition Query Yuhang Zhang Yuang Deng Xiaopeng Zhang Jie Li Robert C. Qiu Qi Tian ObjD 41 0 0 28 Dec 2023
A Contrastive Variational Graph Auto-Encoder for Node Clustering Nairouz Mrabah Mohamed Bouguessa Riadh Ksantini DRL 27 7 0 28 Dec 2023
Infinite dSprites for Disentangled Continual Learning: Separating Memory Edits from Generalization Sebastian Dziadzio cCaugatay Yildiz Gido M. van de Ven Tomasz Trzciñski Tinne Tuytelaars Matthias Bethge 19 1 0 27 Dec 2023
scRNA-seq Data Clustering by Cluster-aware Iterative Contrastive Learning Weikang Jiang Jinxian Wang Jihong Guan Shuigeng Zhou 11 0 0 27 Dec 2023
RDGCL: Reaction-Diffusion Graph Contrastive Learning for Recommendation Jeongwhan Choi Hyowon Wi C. Lee Sung-Bae Cho Dongha Lee Noseong Park DiffM 36 2 0 27 Dec 2023
Transfer and Alignment Network for Generalized Category Discovery Wenbin An Feng Tian Wenkai Shi Yan Chen Y. Wu Qianying Wang Ping Chen 17 7 0 27 Dec 2023
Learning to Embed Time Series Patches Independently Seunghan Lee Taeyoung Park Kibok Lee SSL AI4TS 20 27 0 27 Dec 2023
Soft Contrastive Learning for Time Series Seunghan Lee Taeyoung Park Kibok Lee AI4TS 27 19 0 27 Dec 2023
Large-scale Long-tailed Disease Diagnosis on Radiology Images Qiaoyu Zheng Weike Zhao Chaoyi Wu Xiaoman Zhang Lisong Dai Hengyu Guan Yuehua Li Ya-Qin Zhang Yanfeng Wang Weidi Xie LM&MA MedIm 32 5 0 26 Dec 2023
V-STRONG: Visual Self-Supervised Traversability Learning for Off-road Navigation Sanghun Jung JoonHo Lee Xiangyun Meng Byron Boots Alexander Lambert 37 28 0 26 Dec 2023
A Self Supervised StyleGAN for Image Annotation and Classification with Extremely Limited Labels Dana Cohen Hochberg H. Greenspan Raja Giryes 27 11 0 26 Dec 2023
Federated Hyperdimensional Computing Kazim Ergun Rishikanth Chandrasekaran Tajana Simunic FedML 13 0 0 26 Dec 2023
BAL: Balancing Diversity and Novelty for Active Learning Jingyao Li Pengguang Chen Shaozuo Yu Shu-Lin Liu Jiaya Jia 11 7 0 26 Dec 2023
Chain of Generation: Multi-Modal Gesture Synthesis via Cascaded Conditional Control Zunnan Xu Yachao Zhang Sicheng Yang Ronghui Li Xiu Li SLR 30 12 0 26 Dec 2023
Medical Report Generation based on Segment-Enhanced Contrastive Representation Learning Ruoqing Zhao Xi Wang Hongliang Dai Pan Gao Piji Li MedIm 21 3 0 26 Dec 2023
Modality-Collaborative Transformer with Hybrid Feature Reconstruction for Robust Emotion Recognition Chengxin Chen Pengyuan Zhang 26 5 0 26 Dec 2023
Self-Supervised Learning for Few-Shot Bird Sound Classification Ilyass Moummad Romain Serizel Nicolas Farrugia SSL 13 9 0 25 Dec 2023
TimesURL: Self-supervised Contrastive Learning for Universal Time Series Representation Learning Jiexi Liu Songcan Chen AI4TS 8 31 0 25 Dec 2023
Multi-Task Multi-Agent Shared Layers are Universal Cognition of Multi-Agent Coordination Jiawei Wang Jian Zhao Zhengtao Cao Ruili Feng Rongjun Qin Yang Yu 22 1 0 25 Dec 2023
A Multi-Modal Contrastive Diffusion Model for Therapeutic Peptide Generation Yongkang Wang Xuan Liu Feng Huang Zhankun Xiong Wen Zhang 50 14 0 25 Dec 2023
DSNet: Disentangled Siamese Network with Neutral Calibration for Speech Emotion Recognition Chengxin Chen Pengyuan Zhang 16 0 0 25 Dec 2023
Residual Learning for Image Point Descriptors Rashik Shrestha Ajad Chhatkuli Menelaos Kanakis Luc Van Gool 22 0 0 24 Dec 2023
Knowledge Guided Semi-Supervised Learning for Quality Assessment of User Generated Videos Shankhanil Mitra R. Soundararajan 16 5 0 24 Dec 2023
Debiased Learning for Remote Sensing Data Chun-Hsiao Yeh Xudong Wang Stella X. Yu Charles Hill Zackery Steck Scott Kangas Aaron A. Reite 15 0 0 24 Dec 2023
BEV-CV: Birds-Eye-View Transform for Cross-View Geo-Localisation Tavis Shore Simon Hadfield Oscar Mendez 14 2 0 23 Dec 2023
TVE: Learning Meta-attribution for Transferable Vision Explainer Guanchu Wang Yu-Neng Chuang Fan Yang Mengnan Du Chia-Yuan Chang ... Zirui Liu Zhaozhuo Xu Kaixiong Zhou Xuanting Cai Xia Hu 33 1 0 23 Dec 2023
Understanding normalization in contrastive representation learning and out-of-distribution detection T. L. Gia Jaehyun Ahn OODD 27 1 0 23 Dec 2023
Pre-trained Trojan Attacks for Visual Recognition Aishan Liu Xinwei Zhang Yisong Xiao Yuguang Zhou Siyuan Liang Jiakai Wang Xianglong Liu Xiaochun Cao Dacheng Tao AAML 61 25 0 23 Dec 2023
Joint Self-Supervised and Supervised Contrastive Learning for Multimodal MRI Data: Towards Predicting Abnormal Neurodevelopment Zhiyuan Li Hailong Li Anca L. Ralescu Jonathan R. Dillman M. Altaye Kim M. Cecil N. Parikh Lili He 29 2 0 22 Dec 2023
Compressing Image-to-Image Translation GANs Using Local Density Structures on Their Learned Manifold Alireza Ganjdanesh Shangqian Gao Hirad Alipanah Heng-Chiao Huang GAN 27 6 0 22 Dec 2023
Token-Level Contrastive Learning with Modality-Aware Prompting for Multimodal Intent Recognition Qianrui Zhou Hua Xu Hao Li Hanlei Zhang Xiaohan Zhang Yifan Wang Kai Gao 33 12 0 22 Dec 2023
Revisiting Few-Shot Object Detection with Vision-Language Models Anish Madan Neehar Peri Shu Kong Deva Ramanan VLM 24 6 0 22 Dec 2023
Invariant Anomaly Detection under Distribution Shifts: A Causal Perspective João B. S. Carvalho Mengtao Zhang Robin Geyer C. Jiménez J. M. Buhmann 21 5 0 21 Dec 2023
Probing Biological and Artificial Neural Networks with Task-dependent Neural Manifolds Michael Kuoch Chi-Ning Chou Nikhil Parthasarathy Joel Dapello J. DiCarlo H. Sompolinsky SueYeon Chung 14 1 0 21 Dec 2023
Upper Bounding Barlow Twins: A Novel Filter for Multi-Relational Clustering Xiaowei Qian Bingheng Li Zhao Kang 32 8 0 21 Dec 2023
Hierarchical Topology Isomorphism Expertise Embedded Graph Contrastive Learning Jiangmeng Li Yifan Jin Hang Gao Wenwen Qiang Changwen Zheng Fuchun Sun 21 5 0 21 Dec 2023
Bootstrap Masked Visual Modeling via Hard Patches Mining Haochen Wang Junsong Fan Yuxi Wang Kaiyou Song Tiancai Wang Xiangyu Zhang Zhaoxiang Zhang 34 5 0 21 Dec 2023