A Survey on Contrastive Self-supervised Learning

31 October 2020

Papers citing "A Survey on Contrastive Self-supervised Learning"

50 / 477 papers shown

Title
KERMIT: Knowledge Graph Completion of Enhanced Relation Modeling with Inverse Transformation Haotian Li Lingzhi Wang Yuliang Wei Richard Y. D. Xu Bailing Wang Bailing Wang 56 2 0 26 Sep 2023
SINCERE: Supervised Information Noise-Contrastive Estimation REvisited Patrick Feeney M. C. Hughes 36 3 0 25 Sep 2023
USL-Net: Uncertainty Self-Learning Network for Unsupervised Skin Lesion Segmentation Xiaofan Li Bo Peng Jie Hu Changyou Ma Daipeng Yang Zhuyang Xie 34 7 0 23 Sep 2023
A Study of Forward-Forward Algorithm for Self-Supervised Learning Jonas Brenig Radu Timofte SSL 16 4 0 21 Sep 2023
Scalable Label-efficient Footpath Network Generation Using Remote Sensing Data and Self-supervised Learning Xinye Wanyan Sachith Seneviratne K. Nice Jason Thompson Marcus White N. Langenheim Mark Stevenson SSL 20 0 0 18 Sep 2023
Unveiling Invariances via Neural Network Pruning Derek Xu Yizhou Sun Wei Wang 36 0 0 15 Sep 2023
Enhancing Representation in Radiography-Reports Foundation Model: A Granular Alignment Algorithm Using Masked Contrastive Learning Weijian Huang Cheng Li Hao Yang Jiarun Liu Shanshan Wang MedIm 31 21 0 12 Sep 2023
ETP: Learning Transferable ECG Representations via ECG-Text Pre-training Che Liu Zhongwei Wan Sibo Cheng Mi Zhang Rossella Arcucci 27 38 0 06 Sep 2023
Spatio-Temporal Contrastive Self-Supervised Learning for POI-level Crowd Flow Inference Songyu Ke Ting Li Li Song Yanping Sun Qintian Sun Junbo Zhang Yu Zheng SSL 24 2 0 06 Sep 2023
SAF-IS: a Spatial Annotation Free Framework for Instance Segmentation of Surgical Tools Luca Sestini Benoit Rosa Elena De Momi G. Ferrigno N. Padoy 44 0 0 04 Sep 2023
Multimodal Contrastive Learning with Hard Negative Sampling for Human Activity Recognition Hyeongju Choi Apoorva Beedu Irfan Essa SSL 23 3 0 03 Sep 2023
QS-TTS: Towards Semi-Supervised Text-to-Speech Synthesis via Vector-Quantized Self-Supervised Speech Representation Learning Haohan Guo Fenglong Xie Jiawen Kang Yujia Xiao Xixin Wu Helen M. Meng 43 3 0 31 Aug 2023
Diversified Ensemble of Independent Sub-Networks for Robust Self-Supervised Representation Learning Amirhossein Vahidi Lisa Wimmer H. Gündüz Bernd Bischl Eyke Hüllermeier Mina Rezaei OOD UQCV 30 4 0 28 Aug 2023
MS-Net: A Multi-modal Self-supervised Network for Fine-Grained Classification of Aircraft in SAR Images Bingying Yue Jianhao Li Hao Shi Yupei Wang Honghu Zhong 31 0 0 28 Aug 2023
Are Existing Out-Of-Distribution Techniques Suitable for Network Intrusion Detection? Andrea Corsini S. Yang OODD AAML 23 7 0 28 Aug 2023
Unleash Model Potential: Bootstrapped Meta Self-supervised Learning Wenwen Qiang Zeen Song Wenwen Qiang Changwen Zheng SSL 22 1 0 28 Aug 2023
Self-supervised learning for hotspot detection and isolation from thermal images Shreya Goyal Jagath Rajapakse 15 1 0 25 Aug 2023
REB: Reducing Biases in Representation for Industrial Anomaly Detection Shuai Lyu Dongmei Mo W. Wong 38 12 0 24 Aug 2023
Semi-Supervised Learning via Weight-aware Distillation under Class Distribution Mismatch Pan Du Suyun Zhao Zisen Sheng Cuiping Li Hong Chen 29 5 0 23 Aug 2023
Contrastive Learning for Non-Local Graphs with Multi-Resolution Structural Views Asif Khan Amos Storkey 26 1 0 19 Aug 2023
Robust Fraud Detection via Supervised Contrastive Learning M.S Vinay Shuhan Yuan Xintao Wu AAML 30 1 0 19 Aug 2023
Bridging High-Quality Audio and Video via Language for Sound Effects Retrieval from Visual Queries J. Wilkins Justin Salamon Magdalena Fuentes J. P. Bello Oriol Nieto CLIP 14 5 0 17 Aug 2023
Stable and Causal Inference for Discriminative Self-supervised Deep Visual Representations Yuewei Yang Hai Helen Li Yiran Chen CML OOD 34 1 0 16 Aug 2023
Enhancing Network Initialization for Medical AI Models Using Large-Scale, Unlabeled Natural Images Soroosh Tayebi Arasteh Leo Misera Jakob Nikolas Kather Daniel Truhn S. Nebelung 33 8 0 15 Aug 2023
Large Language Models and Foundation Models in Smart Agriculture: Basics, Opportunities, and Challenges Jiajia Li Mingle Xu Lirong Xiang Dong Chen Weichao Zhuang Xunyuan Yin Zhao Li 39 3 0 13 Aug 2023
Lip2Vec: Efficient and Robust Visual Speech Recognition via Latent-to-Latent Visual to Audio Representation Mapping Y. A. D. Djilali Sanath Narayan Haithem Boussaid Ebtesam Almazrouei Merouane Debbah 37 10 0 11 Aug 2023
Learning beyond sensations: how dreams organize neuronal representations Nicolas Deperrois Mihai A. Petrovici Walter Senn Jakob Jordan SSL CLL 21 6 0 03 Aug 2023
GaitMorph: Transforming Gait by Optimally Transporting Discrete Codes Adrian Cosma I. Radoi 56 3 0 27 Jul 2023
Towards Generalising Neural Topical Representations Xiaohao Yang He Zhao Dinh Q. Phung Lan Du BDL OOD MedIm 37 1 0 24 Jul 2023
CSSL-RHA: Contrastive Self-Supervised Learning for Robust Handwriting Authentication Wenwen Qiang Luntian Mou Changwen Zheng Wen Gao AAML 38 4 0 18 Jul 2023
Emotion recognition based on multi-modal electrophysiology multi-head attention Contrastive Learning Yunfei Guo Tao Zhang Wu Huang 14 3 0 12 Jul 2023
Mini-Batch Optimization of Contrastive Loss Jaewoong Cho Kartik K. Sreenivasan Keon Lee Kyunghoo Mun Soheun Yi Jeong-Gwan Lee Anna Lee Jy-yong Sohn Dimitris Papailiopoulos Kangwook Lee SSL 43 7 0 12 Jul 2023
Visible and infrared self-supervised fusion trained on a single example Nati Ofir Jean-Christophe Nebel 20 0 0 09 Jul 2023
End-to-End Supervised Multilabel Contrastive Learning A. Sajedi Samir Khaki Konstantinos N. Plataniotis Mahdi S. Hosseini SSL 31 8 0 08 Jul 2023
Synthetic Alone: Exploring the Dark Side of Synthetic Data for Grammatical Error Correction Chanjun Park Seonmin Koo Seolhwa Lee Jaehyung Seo Sugyeong Eo Hyeonseok Moon Heu-Jeoung Lim 40 0 0 26 Jun 2023
Combining Public Human Activity Recognition Datasets to Mitigate Labeled Data Scarcity Riccardo Presotto Sannara Ek Gabriele Civitarese François Portet P. Lalanda Claudio Bettini 30 7 0 23 Jun 2023
Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress, and Prospects Kexin Zhang Qingsong Wen Chaoli Zhang Rongyao Cai Ming Jin ... James Y. Zhang Yuxuan Liang Guansong Pang Dongjin Song Shirui Pan AI4TS 119 103 0 16 Jun 2023
Generate to Understand for Representation Changshan Xue Xiande Zhong Xiaoqing Liu VLM 44 0 0 14 Jun 2023
Semi-supervised learning made simple with self-supervised clustering Enrico Fini Pietro Astolfi Alahari Karteek Xavier Alameda-Pineda Julien Mairal Moin Nabi Elisa Ricci SSL 39 26 0 13 Jun 2023
BatchSampler: Sampling Mini-Batches for Contrastive Learning in Vision, Language, and Graphs Zhiyong Yang Tinglin Huang Ming Ding Yuxiao Dong Rex Ying Yukuo Cen Yangli-ao Geng Jie Tang SSL VLM 28 9 0 06 Jun 2023
Discovering COVID-19 Coughing and Breathing Patterns from Unlabeled Data Using Contrastive Learning with Varying Pre-Training Domains Jinjin Cai Sudip Vhaduri Xiao Luo SSL 38 5 0 02 Jun 2023
Pedestrian Crossing Action Recognition and Trajectory Prediction with 3D Human Keypoints Jiachen Li Xin Shi Feiyu Chen Jonathan C. Stroud Zhishuai Zhang ... Jeonhyung Kang Khaled S. Refaat Weilong Yang Eugene Ie Congcong Li 27 13 0 01 Jun 2023
Topic-Guided Sampling For Data-Efficient Multi-Domain Stance Detection Erik Arakelyan Arnav Arora Isabelle Augenstein 29 9 0 01 Jun 2023
CALICO: Self-Supervised Camera-LiDAR Contrastive Pre-training for BEV Perception Jiachen Sun Haizhong Zheng Qingzhao Zhang Atul Prakash Z. Morley Mao Chaowei Xiao SSL 16 10 0 01 Jun 2023
Quantifying Representation Reliability in Self-Supervised Learning Models Young-Jin Park Hao Wang Shervin Ardeshir Navid Azizan SSL UQCV 34 3 0 31 May 2023
Additional Positive Enables Better Representation Learning for Medical Images Dewen Zeng Yawen Wu Xinrong Hu Xiaowei Xu Jingtong Hu Yiyu Shi SSL 19 1 0 31 May 2023
A Survey of Label-Efficient Deep Learning for 3D Point Clouds Aoran Xiao Xiaoqin Zhang Ling Shao Shijian Lu 3DPC 41 18 0 31 May 2023
Who Would be Interested in Services? An Entity Graph Learning System for User Targeting Dan Yang Binbin Hu Xiaoyan Yang Yue Shen Qing Cui Jinjie Gu Guannan Zhang 27 4 0 30 May 2023
Modulate Your Spectrum in Self-Supervised Learning Xi Weng Yu-Li Ni Tengwei Song Jie Luo Rao Muhammad Anwer Salman Khan Fahad Shahbaz Khan Lei Huang 45 5 0 26 May 2023
Domain-Adaptive Full-Face Gaze Estimation via Novel-View-Synthesis and Feature Disentanglement Jiawei Qin Takuru Shimoyama Xucong Zhang Yusuke Sugano CVBM 28 3 0 25 May 2023