A Survey on Contrastive Self-supervised Learning

31 October 2020

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

50 / 477 papers shown

Title
On the Generalization and Causal Explanation in Self-Supervised Learning Wenwen Qiang Zeen Song Ziyin Gu Jiangmeng Li Changwen Zheng Gang Hua Hui Xiong 14 0 0 01 Oct 2024
Multi-modal Cross-domain Self-supervised Pre-training for fMRI and EEG Fusion Xinxu Wei K. Zhao Yong Jiao Nancy B. Carlisle Hua Xie Gregory A. Fonzo Yu Zhang 28 0 0 27 Sep 2024
Beyond Redundancy: Information-aware Unsupervised Multiplex Graph Structure Learning Zhixiang Shen Shuo Wang Zhao Kang 30 2 0 25 Sep 2024
LARE: Latent Augmentation using Regional Embedding with Vision-Language Model Kosuke Sakurai Tatsuya Ishii Ryotaro Shimizu Linxin Song Masayuki Goto VLM 26 0 0 19 Sep 2024
Contrastive Learning in Memristor-based Neuromorphic Systems Cory Merkel Alexander Ororbia 27 1 0 17 Sep 2024
Deep-Wide Learning Assistance for Insect Pest Classification Toan Nguyen Huy Nguyen Huy Ung Hieu T. Ung Binh T. Nguyen 32 0 0 16 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
Learning Co-Speech Gesture Representations in Dialogue through Contrastive Learning: An Intrinsic Evaluation E. Ghaleb Bulat Khaertdinov Wim Pouw Marlou Rasenberg Judith Holler Aslı Özyürek Raquel Fernández SSL 33 1 0 31 Aug 2024
GANs Conditioning Methods: A Survey Anis Bourou Valérie Mezger Auguste Genovesio EGVM AI4CE 49 0 0 28 Aug 2024
Distance-Forward Learning: Enhancing the Forward-Forward Algorithm Towards High-Performance On-Chip Learning Yujie Wu Siyuan Xu Jibin Wu Lei Deng Mingkun Xu Qinghao Wen Guoqi Li FedML 25 3 0 27 Aug 2024
SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery Sarah Rastegar Mohammadreza Salehi Yuki M. Asano Hazel Doughty Cees G. M. Snoek 41 4 0 26 Aug 2024
Do Neural Scaling Laws Exist on Graph Self-Supervised Learning? Qian Ma Haitao Mao Jingzhe Liu Zhehua Zhang Chunlin Feng Yu Song Yihan Shao Yao Ma 40 3 0 20 Aug 2024
Image-based Freeform Handwriting Authentication with Energy-oriented Self-Supervised Learning Wenwen Qiang Luntian Mou Changwen Zheng Wen Gao AAML 31 2 0 19 Aug 2024
On the Element-Wise Representation and Reasoning in Zero-Shot Image Recognition: A Systematic Survey Jingcai Guo Zhijie Rao Zhi Chen Song Guo Jingren Zhou Dacheng Tao 45 3 0 09 Aug 2024
Dual-Channel Latent Factor Analysis Enhanced Graph Contrastive Learning for Recommendation Junfeng Long Hao Wu 43 0 0 09 Aug 2024
PowerPM: Foundation Model for Power Systems Shihao Tu Yupeng Zhang Jing Zhang Yang Yang AI4TS 45 5 0 07 Aug 2024
Safe Semi-Supervised Contrastive Learning Using In-Distribution Data as Positive Examples Mingu Kwak Hyungu Kahng Seoung Bum Kim 32 0 0 03 Aug 2024
Symmetric Graph Contrastive Learning against Noisy Views for Recommendation Chu Zhao Enneng Yang Yuliang Liang Jianzhe Zhao Guibing Guo Xingwei Wang 31 1 0 03 Aug 2024
Self-Supervised Learning for Text Recognition: A Critical Survey Carlos Peñarrubia J. J. Valero-Mas Jorge Calvo-Zaragoza 77 1 0 29 Jul 2024
Spatial-Temporal Cross-View Contrastive Pre-training for Check-in Sequence Representation Learning Letian Gong Huaiyu Wan Shengnan Guo Xiucheng Li Yan Lin Erwen Zheng Tianyi Wang Zeyu Zhou Youfang Lin AI4TS 54 1 0 22 Jul 2024
Learning Goal-Conditioned Representations for Language Reward Models Vaskar Nath Dylan Slack Jeff Da Yuntao Ma Hugh Zhang Spencer Whitehead Sean Hendryx 32 0 0 18 Jul 2024
Universal Facial Encoding of Codec Avatars from VR Headsets Shaojie Bai Tenia Wang Chenghui Li Akshay Venkatesh Tomas Simon ... Gabriel Schwartz Ryan Wrench Jason M. Saragih Yaser Sheikh S. Wei 3DH 41 6 0 17 Jul 2024
Hierarchical Consensus-Based Multi-Agent Reinforcement Learning for Multi-Robot Cooperation Tasks Pu Feng Junkang Liang Size Wang Xin Yu Xin Ji Yiting Chen Kui Zhang Rongye Shi Wenjun Wu 47 7 0 11 Jul 2024
Noise-Free Explanation for Driving Action Prediction Hongbo Zhu Theodor Wulff R. S. Maharjan Jinpei Han Angelo Cangelosi AAML FAtt 38 0 0 08 Jul 2024
CGRclust: Chaos Game Representation for Twin Contrastive Clustering of Unlabelled DNA Sequences Fatemeh Alipour Kathleen A Hill Lila Kari 20 0 0 01 Jul 2024
Cross-Architecture Auxiliary Feature Space Translation for Efficient Few-Shot Personalized Object Detection F. Barbato Umberto Michieli J. Moon Pietro Zanuttigh Mete Ozay 42 2 0 01 Jul 2024
eMoE-Tracker: Environmental MoE-based Transformer for Robust Event-guided Object Tracking Yucheng Chen Lin Wang 39 3 0 28 Jun 2024
Extract More from Less: Efficient Fine-Grained Visual Recognition in Low-Data Regimes Dmitry Demidov Abduragim Shtanchaev M. Mihaylov Mohammad Almansoori 97 0 0 28 Jun 2024
Local Manifold Learning for No-Reference Image Quality Assessment Timin Gao Wensheng Pan Yan Zhang Sicheng Zhao Shengchuan Zhang Xiawu Zheng Ke Li Liujuan Cao Rongrong Ji 38 1 0 27 Jun 2024
Effect of Rotation Angle in Self-Supervised Pre-training is Dataset-Dependent Amy Saranchuk Michael Guerzhoy 20 0 0 21 Jun 2024
Using Multimodal Foundation Models and Clustering for Improved Style Ambiguity Loss James Baker DiffM 19 1 0 20 Jun 2024
Deep Optimal Experimental Design for Parameter Estimation Problems Md Shahriar Rahim Siddiqui Arman Rahmim Eldad Haber 45 1 0 20 Jun 2024
Game of LLMs: Discovering Structural Constructs in Activities using Large Language Models S. Hiremath Thomas Ploetz 41 1 0 19 Jun 2024
SSTFB: Leveraging self-supervised pretext learning and temporal self-attention with feature branching for real-time video polyp segmentation Ziang Xu J. Rittscher Sharib Ali 29 1 0 14 Jun 2024
Refining Self-Supervised Learnt Speech Representation using Brain Activations Hengyu Li Kangdi Mei Zhaoci Liu Yang Ai Liping Chen Jie Zhang Zhenhua Ling SSL 29 1 0 12 Jun 2024
Towards Lifelong Learning of Large Language Models: A Survey Junhao Zheng Shengjie Qiu Chengming Shi Qianli Ma KELM CLL 30 15 0 10 Jun 2024
Gentle-CLIP: Exploring Aligned Semantic In Low-Quality Multimodal Data With Soft Alignment Zijia Song Z. Zang Yelin Wang Guozheng Yang Jiangbin Zheng Kaicheng Yu Wanyu Chen Stan Z. Li 39 1 0 09 Jun 2024
Separating the "Chirp" from the "Chat": Self-supervised Visual Grounding of Sound and Language Mark Hamilton Andrew Zisserman John R. Hershey William T. Freeman VLM 45 5 0 09 Jun 2024
Text-Guided Alternative Image Clustering Andreas Stephan Lukas Miklautz Collin Leiber Pedro Henrique Luz de Araujo Dominik Répás Claudia Plant Benjamin Roth VLM 32 0 0 07 Jun 2024
Mutual Information Guided Backdoor Mitigation for Pre-trained Encoders Tingxu Han Weisong Sun Ziqi Ding Chunrong Fang Hanwei Qian Jiaxun Li Zhenyu Chen Xiangyu Zhang AAML 38 7 0 05 Jun 2024
Strengthening Network Intrusion Detection in IoT Environments with Self-Supervised Learning and Few Shot Learning Safa Ben Atitallah Maha Driss W. Boulila Anis Koubaa 32 0 0 04 Jun 2024
Popularity-Aware Alignment and Contrast for Mitigating Popularity Bias Miaomiao Cai Lei Chen Yifan Wang Haoyue Bai Peijie Sun Le Wu Min Zhang Meng Wang 34 10 0 31 May 2024
LInK: Learning Joint Representations of Design and Performance Spaces through Contrastive Learning for Mechanism Synthesis Amin Heyrani Nobari Akash Srivastava Dan Gutfreund Kai Xu Faez Ahmed 18 1 0 31 May 2024
Lifelong Learning and Selective Forgetting via Contrastive Strategy Li Shan Wenzhang Zhou Wei Li Xingyu Ding CLL 31 2 0 28 May 2024
Views Can Be Deceiving: Improved SSL Through Feature Space Augmentation Kimia Hamidieh Haoran Zhang Swami Sankaranarayanan Marzyeh Ghassemi 52 0 0 28 May 2024
Survival of the Fittest Representation: A Case Study with Modular Addition Xiaoman Delores Ding Zifan Carl Guo Eric J. Michaud Ziming Liu Max Tegmark 48 3 0 27 May 2024
ContrastAlign: Toward Robust BEV Feature Alignment via Contrastive Learning for Multi-Modal 3D Object Detection Ziying Song Feiyang Jia Hongyu Pan Yadan Luo Caiyan Jia Guoxin Zhang Lin Liu Yang Ji Lei Yang Li-e Wang 45 9 0 27 May 2024
Machine learning in business process management: A systematic literature review Sven Weinzierl Sandra Zilker Sebastian Dunzer Martin Matzner 42 11 0 26 May 2024
From Orthogonality to Dependency: Learning Disentangled Representation for Multi-Modal Time-Series Sensing Signals Ruichu Cai Zhifan Jiang Zijian Li Weilin Chen Xuexin Chen Zhifeng Hao Yifan Shen Guan-Hong Chen Kun Zhang 40 1 0 25 May 2024
Improving Gloss-free Sign Language Translation by Reducing Representation Density Jinhui Ye Xing Wang Wenxiang Jiao Junwei Liang Hui Xiong 49 6 0 23 May 2024