A Survey on Contrastive Self-supervised Learning

31 October 2020

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

50 / 477 papers shown

Title
SudokuSens: Enhancing Deep Learning Robustness for IoT Sensing Applications using a Generative Approach Tianshi Wang Jinyang Li Ruijie Wang Denizhan Kara Shengzhong Liu Davis Wertheimer Antoni Viros i Martin R. Ganti M. Srivatsa Tarek F. Abdelzaher 22 6 0 03 Feb 2024
A Survey on Self-Supervised Learning for Non-Sequential Tabular Data Wei-Yao Wang Wei-Wei Du Derek Xu Wei Wang Wenjie Peng LMTD 40 7 0 02 Feb 2024
Self-Supervised Contrastive Pre-Training for Multivariate Point Processes Xiao Shou D. Subramanian D. Bhattacharjya Tian Gao Kristin P. Bennet 3DPC SSL 8 0 0 01 Feb 2024
FairEHR-CLP: Towards Fairness-Aware Clinical Predictions with Contrastive Learning in Multimodal Electronic Health Records Yuqing Wang Malvika Pillai Yun Zhao Catherine M. Curtin Tina Hernandez-Boussard 27 0 0 01 Feb 2024
All Beings Are Equal in Open Set Recognition Chaohua Li Enhao Zhang Chuanxing Geng Songcan Chen 35 1 0 31 Jan 2024
Graph Multi-Similarity Learning for Molecular Property Prediction Hao Xu Zhengyang Zhou Pengyu Hong 38 1 0 31 Jan 2024
Deep Embedding Clustering Driven by Sample Stability Zhanwen Cheng Feijiang Li Jieting Wang Yuhua Qian 31 0 0 29 Jan 2024
RecDCL: Dual Contrastive Learning for Recommendation Dan Zhang Yangliao Geng Wenwen Gong Zhongang Qi Zhiyu Chen Xing Tang Ying Shan Yuxiao Dong Jie Tang 37 24 0 28 Jan 2024
Image Similarity using An Ensemble of Context-Sensitive Models Zukang Liao Min Chen 36 1 0 15 Jan 2024
Self-supervised Learning for Electroencephalogram: A Systematic Survey Weining Weng Yang Gu Shuai Guo Yuan Ma Zhaohua Yang Yuchen Liu Yiqiang Chen 38 12 0 09 Jan 2024
Improving the Robustness of Knowledge-Grounded Dialogue via Contrastive Learning Jiaan Wang Jianfeng Qu Kexin Wang Zhixu Li Wen Hua Ximing Li An Liu 28 2 0 09 Jan 2024
Enhancing Context Through Contrast Kshitij Ambilduke Aneesh Shetye Diksha Bagade Rishika Bhagwatkar Khurshed Fitter P. Vagdargi Shital S. Chiddarwar 26 0 0 06 Jan 2024
Contrastive learning-based agent modeling for deep reinforcement learning Wenhao Ma Yu-Cheng Chang Jie Yang Yu-Kai Wang Chin-Teng Lin OffRL 29 0 0 30 Dec 2023
RDGCL: Reaction-Diffusion Graph Contrastive Learning for Recommendation Jeongwhan Choi Hyowon Wi C. Lee Sung-Bae Cho Dongha Lee Noseong Park DiffM 44 2 0 27 Dec 2023
Meta Transfer of Self-Supervised Knowledge: Foundation Model in Action for Post-Traumatic Epilepsy Prediction Wenhui Cui H. Akrami Ganning Zhao Anand A. Joshi Richard M. Leahy 14 2 0 21 Dec 2023
In-Context Reinforcement Learning for Variable Action Spaces Viacheslav Sinii Alexander Nikulin Vladislav Kurenkov Ilya Zisman Sergey Kolesnikov 24 14 0 20 Dec 2023
Deep Similarity Learning Loss Functions in Data Transformation for Class Imbalance Damian Horna Mateusz Lango Jerzy Stefanowski 18 1 0 16 Dec 2023
A novel dual-stream time-frequency contrastive pretext tasks framework for sleep stage classification Sergio Kazatzidis S. Mehrkanoon AI4TS 36 1 0 15 Dec 2023
Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks Giovanni Luca Marchetti Christopher Hillar Danica Kragic Sophia Sanborn 32 12 0 13 Dec 2023
Erasing Self-Supervised Learning Backdoor by Cluster Activation Masking Shengsheng Qian Yifei Wang Dizhan Xue Shengjie Zhang Huaiwen Zhang Changsheng Xu AAML 43 1 0 13 Dec 2023
CLASS-M: Adaptive stain separation-based contrastive learning with pseudo-labeling for histopathological image classification Bodong Zhang Hamid Manoochehri M. M. Ho Fahimeh Fooladgar Yosep Chong Beatrice Knudsen Deepika Sirohi Tolga Tasdizen 45 4 0 12 Dec 2023
Adaptive Feature Selection for No-Reference Image Quality Assessment by Mitigating Semantic Noise Sensitivity Xudong Li Timin Gao Runze Hu Yan Zhang Shengchuan Zhang ... Yunhang Shen Ke Li Yutao Liu Pingyang Dai Rongrong Ji AAML 26 2 0 11 Dec 2023
Benchmarking of Query Strategies: Towards Future Deep Active Learning Shiryu Ueno Yusei Yamada Shunsuke Nakatsuka Kunihito Kato FedML 19 2 0 10 Dec 2023
Leveraging Generative Language Models for Weakly Supervised Sentence Component Analysis in Video-Language Joint Learning Zaber Ibn Abdul Hakim Najibul Haque Sarker Rahul Pratap Singh Bishmoy Paul Ali Dabouei Min Xu 22 1 0 10 Dec 2023
Prospective Role of Foundation Models in Advancing Autonomous Vehicles Jianhua Wu B. Gao Jincheng Gao Jianhao Yu Hongqing Chu ... Xun Gong Yi Chang H. E. Tseng Hong Chen Jie Chen 45 3 0 08 Dec 2023
Damage GAN: A Generative Model for Imbalanced Data Ali Anaissi Yuanzhe Jia Ali Braytee M. Naji Widad Alyassine GAN 26 1 0 08 Dec 2023
Data Scarcity in Recommendation Systems: A Survey Zefeng Chen Wensheng Gan Jiayang Wu Kaixia Hu Hong Lin 31 21 0 08 Dec 2023
Unveiling Vulnerabilities of Contrastive Recommender Systems to Poisoning Attacks Zongwei Wang Junliang Yu Min Gao Hongzhi Yin Bin Cui S. Sadiq AAML 34 7 0 30 Nov 2023
On the Adversarial Robustness of Graph Contrastive Learning Methods Filippo Guerranti Zinuo Yi Anna Starovoit Rafiq Kamel Simon Geisler Stephan Günnemann AAML 41 2 0 29 Nov 2023
Generalized Graph Prompt: Toward a Unification of Pre-Training and Downstream Tasks on Graphs Xingtong Yu Zhenghao Liu Yuan Fang Zemin Liu Sihong Chen Xinming Zhang 43 24 0 26 Nov 2023
Do VSR Models Generalize Beyond LRS3? Y. A. D. Djilali Sanath Narayan Eustache Le Bihan Haithem Boussaid Ebtesam Almazrouei Merouane Debbah 35 4 0 23 Nov 2023
Which Matters Most in Making Fund Investment Decisions? A Multi-granularity Graph Disentangled Learning Framework Chunjing Gan Binbin Hu Bo Huang Tianyu Zhao Yingru Lin Wenliang Zhong Qing Cui Jun Zhou Chuan Shi 32 1 0 23 Nov 2023
A Supervised Contrastive Learning Pretrain-Finetune Approach for Time Series Trang H. Tran Lam M. Nguyen Kyongmin Yeo Nam H. Nguyen Roman Vaculin AI4TS 24 0 0 21 Nov 2023
Self-Supervised Versus Supervised Training for Segmentation of Organoid Images Asmaa Haja Eric Brouwer Lambert Schomaker 25 1 0 19 Nov 2023
FOAL: Fine-grained Contrastive Learning for Cross-domain Aspect Sentiment Triplet Extraction Ting Xu Zhen Wu Huiyun Yang Xinyu Dai 20 0 0 17 Nov 2023
CSLP-AE: A Contrastive Split-Latent Permutation Autoencoder Framework for Zero-Shot Electroencephalography Signal Conversion Anders Vestergaard Norskov Alexander Neergaard Zahid Morten Morup 45 2 0 13 Nov 2023
Counterfactual Data Augmentation with Contrastive Learning Ahmed Aloui Juncheng Dong Cat P. Le Vahid Tarokh CML 30 2 0 07 Nov 2023
CycleCL: Self-supervised Learning for Periodic Videos Matteo Destro Michael Gygli SSL 35 1 0 05 Nov 2023
FLAP: Fast Language-Audio Pre-training Ching-Feng Yeh Po-Yao Huang Vasu Sharma Shang-Wen Li Gargi Ghosh CLIP VLM 44 8 0 02 Nov 2023
Fast and Expressive Gesture Recognition using a Combination-Homomorphic Electromyogram Encoder Niklas Smedemark-Margulies Yunus Bicer Elifnur Sunger Tales Imbiriba E. Tunik Deniz Erdogmus M. Yarossi Robin Walters 36 0 0 30 Oct 2023
Domain Generalization in Computational Pathology: Survey and Guidelines Mostafa Jahanifar M. Raza Kesi Xu T. Vuong R. Jewsbury ... Neda Zamanitajeddin Jin Tae Kwak S. Raza F. Minhas Nasir M. Rajpoot OOD 28 17 0 30 Oct 2023
A Self-Supervised Approach to Land Cover Segmentation Charles Moore Dakota Hester 27 0 0 27 Oct 2023
Boosting Multi-Speaker Expressive Speech Synthesis with Semi-supervised Contrastive Learning Xinfa Zhu Yuke Li Yinjiao Lei Ning Jiang Guoqing Zhao Lei Xie 28 0 0 26 Oct 2023
MyriadAL: Active Few Shot Learning for Histopathology Nico Schiavone Jingyi Wang Shuangzhi Li Roger J. Zemp Xingyu Li 13 1 0 24 Oct 2023
GRENADE: Graph-Centric Language Model for Self-Supervised Representation Learning on Text-Attributed Graphs Yichuan Li Kaize Ding Kyumin Lee SSL 30 25 0 23 Oct 2023
Augment with Care: Enhancing Graph Contrastive Learning with Selective Spectrum Perturbation Kaiqi Yang Haoyu Han Wei-dong Jin Hui Liu 33 3 0 20 Oct 2023
Learning under Label Proportions for Text Classification Jatin Chauhan Xiaoxuan Wang Wei Wang 33 1 0 18 Oct 2023
Visual Data-Type Understanding does not emerge from Scaling Vision-Language Models Vishaal Udandarao Max F. Burg Samuel Albanie Matthias Bethge VLM 36 9 0 12 Oct 2023
SegLoc: Visual Self-supervised Learning Scheme for Dense Prediction Tasks of Security Inspection X-ray Images Shervin Halat Mohammad Rahmati Ehsan Nazerfard 46 0 0 12 Oct 2023
Can pre-trained models assist in dataset distillation? Yao Lu Xuguang Chen Yuchen Zhang Jianyang Gu Tianle Zhang Yifan Zhang Xiaoniu Yang Qi Xuan Kai Wang Yang You DD 40 10 0 05 Oct 2023