A Survey on Contrastive Self-supervised Learning

31 October 2020

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

50 / 477 papers shown

Title
Invisible Backdoor Attack against Self-supervised Learning Hanrong Zhang Zhenting Wang Tingxu Han Mingyu Jin Chenlu Zhan Mengnan Du Hongwei Wang Shiqing Ma Hongwei Wang Shiqing Ma AAML SSL 49 2 0 23 May 2024
AltChart: Enhancing VLM-based Chart Summarization Through Multi-Pretext Tasks Omar Moured Jiaming Zhang M. Sarfraz Rainer Stiefelhagen 36 1 0 22 May 2024
Vertical Federated Learning Hybrid Local Pre-training Wenguo Li Xinling Guo Xu Jiao Tiancheng Huang Xiaoran Yan Yao Yang FedML 56 0 0 20 May 2024
Stereo-Knowledge Distillation from dpMV to Dual Pixels for Light Field Video Reconstruction Aryan Garg Raghav Mallampali Akshat Joshi Shrisudhan Govindarajan Kaushik Mitra 39 0 0 20 May 2024
AMCEN: An Attention Masking-based Contrastive Event Network for Two-stage Temporal Knowledge Graph Reasoning Jing Yang Tianlin Li Yutong Wang Jiawei Wang Fei-Yue Wang 48 0 0 16 May 2024
Overcoming Domain Drift in Online Continual Learning Fan Lyu Daofeng Liu Linglan Zhao Zhang Zhang Fanhua Shang Fuyuan Hu Wei Feng Liang Wang CLL 40 1 0 15 May 2024
RMT-BVQA: Recurrent Memory Transformer-based Blind Video Quality Assessment for Enhanced Video Content Tianhao Peng Chen Feng Duolikun Danier Fan Zhang David Bull 41 2 0 14 May 2024
QCRD: Quality-guided Contrastive Rationale Distillation for Large Language Models Wei Wang Zhaowei Li Qi Xu Yiqing Cai Hang Song Qi Qi Ran Zhou Zhida Huang Tao Wang Li Xiao ALM 43 1 0 14 May 2024
How to Augment for Atmospheric Turbulence Effects on Thermal Adapted Object Detection Models? Engin Uzun Erdem Akagündüz 43 0 0 10 May 2024
Is Sora a World Simulator? A Comprehensive Survey on General World Models and Beyond Zheng Zhu Xiaofeng Wang Wangbo Zhao Chen Min Nianchen Deng ... Dawei Zhao Liang Xiao Jian-jun Zhao Jiwen Lu Guan Huang VGen LM&Ro 87 38 0 06 May 2024
R4: Reinforced Retriever-Reorder-Responder for Retrieval-Augmented Large Language Models Taolin Zhang Dongyang Li Qizhou Chen Chengyu Wang Longtao Huang Hui Xue Xiaofeng He Junyuan Huang RALM KELM 58 0 0 04 May 2024
TIPAA-SSL: Text Independent Phone-to-Audio Alignment based on Self-Supervised Learning and Knowledge Transfer Noé Tits Prernna Bhatnagar Thierry Dutoit 51 0 0 03 May 2024
Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Cloud Ayumu Saito Prachi Kudeshia Jiju Poovvancheri 3DPC 45 7 0 25 Apr 2024
Understanding Hyperbolic Metric Learning through Hard Negative Sampling Yun Yue Fangzhou Lin Guanyi Mou Ziming Zhang SSL 32 1 0 23 Apr 2024
Spatial Context-based Self-Supervised Learning for Handwritten Text Recognition Carlos Peñarrubia Carlos Garrido-Munoz J. J. Valero-Mas Jorge Calvo-Zaragoza 39 1 0 17 Apr 2024
Generalized Contrastive Learning for Multi-Modal Retrieval and Ranking Tianyu Zhu M. Jung Jesse Clark 91 1 0 12 Apr 2024
Iterative Refinement Strategy for Automated Data Labeling: Facial Landmark Diagnosis in Medical Imaging Yu-Hsi Chen 30 2 0 08 Apr 2024
DELTA: Decoupling Long-Tailed Online Continual Learning S. Raghavan Jiangpeng He F. Zhu 75 2 0 06 Apr 2024
A Comprehensive Survey on Self-Supervised Learning for Recommendation Xubin Ren Wei Wei Lianghao Xia Chao Huang SSL 37 9 0 04 Apr 2024
A Survey on Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide Sunwoo Kim Soo Yong Lee Yue Gao Alessia Antelmi Mirko Polato Kijung Shin GNN AI4TS 31 19 0 01 Apr 2024
ADs: Active Data-sharing for Data Quality Assurance in Advanced Manufacturing Systems Yue Zhao Yuxuan Li Chenang Liu Yinan Wang 27 0 0 31 Mar 2024
Heterogeneous Contrastive Learning for Foundation Models and Beyond Lecheng Zheng Baoyu Jing Zihao Li Hanghang Tong Jingrui He VLM 45 19 0 30 Mar 2024
SelfReplay: Adapting Self-Supervised Sensory Models via Adaptive Meta-Task Replay Hyungjun Yoon Jaehyun Kwak Biniyam Aschalew Tolera Gaole Dai Mo Li Taesik Gong Kimin Lee Sung-Ju Lee SSL VLM 47 0 0 29 Mar 2024
The Bad Batches: Enhancing Self-Supervised Learning in Image Classification Through Representative Batch Curation Ozgu Goksu Nicolas Pugeault SSL 37 0 0 28 Mar 2024
TransFusion: Contrastive Learning with Transformers Huanran Li Daniel Pimentel-Alarcón 42 0 0 27 Mar 2024
To Supervise or Not to Supervise: Understanding and Addressing the Key Challenges of 3D Transfer Learning Souhail Hadgi Lei Li M. Ovsjanikov 35 0 0 26 Mar 2024
UrbanVLP: Multi-Granularity Vision-Language Pretraining for Urban Socioeconomic Indicator Prediction Xixuan Hao Wei Chen Yibo Yan Siru Zhong Kun Wang Qingsong Wen Keli Zhang VLM 79 0 0 25 Mar 2024
Boarding for ISS: Imbalanced Self-Supervised: Discovery of a Scaled Autoencoder for Mixed Tabular Datasets Samuel Stocksieker Denys Pommeret Arthur Charpentier SSL 32 1 0 23 Mar 2024
SYNCS: Synthetic Data and Contrastive Self-Supervised Training for Central Sulcus Segmentation Vladyslav Zalevskyi Kristoffer Hougaard Madsen 26 0 0 22 Mar 2024
Application of Tensorized Neural Networks for Cloud Classification Alifu Xiafukaiti Devanshu Garg Aruto Hosaka Koichi Yanagisawa Yuichiro Minato Tsuyoshi Yoshida 38 0 0 21 Mar 2024
Automated Contrastive Learning Strategy Search for Time Series Baoyu Jing Yansen Wang Guoxin Sui Jing Hong Jingrui He Yuqing Yang Dongsheng Li Kan Ren AI4TS 34 6 0 19 Mar 2024
Large Language Models are Contrastive Reasoners Liang Yao ReLM ELM LRM 45 2 0 13 Mar 2024
Rethinking ASTE: A Minimalist Tagging Scheme Alongside Contrastive Learning Qiao Sun Liujia Yang Minghao Ma Nanyang Ye Qinying Gu 32 1 0 12 Mar 2024
Hierarchical Query Classification in E-commerce Search Bing He Sreyashi Nag Limeng Cui Suhang Wang Zheng Li R. Goutam Zhen Li Haiyang Zhang 27 0 0 09 Mar 2024
Contrastive Continual Learning with Importance Sampling and Prototype-Instance Relation Distillation Jiyong Li Dilshod Azizov Yang Li Shangsong Liang CLL 37 7 0 07 Mar 2024
On the Effectiveness of Distillation in Mitigating Backdoors in Pre-trained Encoder Tingxu Han Shenghan Huang Ziqi Ding Weisong Sun Yebo Feng ... Hanwei Qian Cong Wu Quanjun Zhang Yang Liu Zhenyu Chen 28 8 0 06 Mar 2024
Online Training of Large Language Models: Learn while chatting Juhao Liang Ziwei Wang Zhuoheng Ma Jianquan Li Zhiyi Zhang Xiangbo Wu Benyou Wang KELM 39 3 0 04 Mar 2024
GuardT2I: Defending Text-to-Image Models from Adversarial Prompts Yijun Yang Ruiyuan Gao Xiao Yang Qiang Xu Qiang Xu 32 15 0 03 Mar 2024
Evaluating Large Language Models as Virtual Annotators for Time-series Physical Sensing Data Aritra Hota S. Chatterjee Sandip Chakraborty 32 11 0 02 Mar 2024
Comparing Importance Sampling Based Methods for Mitigating the Effect of Class Imbalance Indu Panigrahi Richard Zhu 32 1 0 28 Feb 2024
Contrastive Learning of Shared Spatiotemporal EEG Representations Across Individuals for Naturalistic Neuroscience Xinke Shen Lingyi Tao Xuyang Chen Sen Song Quanying Liu Dan Zhang 32 1 0 22 Feb 2024
Analysis of Using Sigmoid Loss for Contrastive Learning Chungpa Lee Joonhwan Chang Jy-yong Sohn 48 2 0 20 Feb 2024
Learning the Unlearned: Mitigating Feature Suppression in Contrastive Learning Jihai Zhang Xiang Lan Xiaoye Qu Yu Cheng Mengling Feng Bryan Hooi SSL 24 4 0 19 Feb 2024
Enhancement-Driven Pretraining for Robust Fingerprint Representation Learning Ekta Gavas Kaustubh Olpadkar A. Namboodiri 19 0 0 16 Feb 2024
GraSSRep: Graph-Based Self-Supervised Learning for Repeat Detection in Metagenomic Assembly Ali Azizpour Advait Balaji T. Treangen Santiago Segarra 21 3 0 14 Feb 2024
Robust Training of Temporal GNNs using Nearest Neighbours based Hard Negatives Shubham Gupta Srikanta J. Bedathur OOD 30 1 0 14 Feb 2024
A self-supervised framework for learning whole slide representations X. Hou Cheng Jiang A. Kondepudi Yiwei Lyu Asadur Chowdury Honglak Lee Todd C. Hollon MedIm 33 5 0 09 Feb 2024
Learning Contrastive Feature Representations for Facial Action Unit Detection Ziqiao Shang Bin Liu Fengmao Lv Fei Teng Tian-Jie Li 45 1 0 09 Feb 2024
Masked Graph Autoencoder with Non-discrete Bandwidths Zi-qiang Zhao Yuhua Li Yixiong Zou Jiliang Tang Ruixuan Li 32 10 0 06 Feb 2024
Zero-shot Object-Level OOD Detection with Context-Aware Inpainting Quang-Huy Nguyen Jin Peng Zhou Zhenzhen Liu Khanh-Huyen Bui Kilian Q. Weinberger Dung D. Le 23 1 0 05 Feb 2024