v1v2 (latest)

Contrastive Representation Learning: A Framework and Review

10 October 2020

Papers citing "Contrastive Representation Learning: A Framework and Review"

50 / 283 papers shown

Title
Scaling-Up the Pretraining of the Earth Observation Foundation Model PhilEO to the MajorTOM Dataset Nikolaos Dionelis Jente Bosmans Riccardo Musto Giancarlo Paoletti Simone Sarti Giacomo Cascarano Casper Fibaek Luke Camilleri B. L. Saux Nicolas Longépé 24 0 0 17 Jun 2025
Enhancing Omics Cohort Discovery for Research on Neurodegeneration through Ontology-Augmented Embedding Models Jose A. Pardo Alicia Gómez-Pascual José Palma Juan A. Botía 14 0 0 16 Jun 2025
Improving Large Language Model Safety with Contrastive Representation Learning Samuel Simko Mrinmaya Sachan Bernhard Schölkopf Zhijing Jin AAML 17 0 0 13 Jun 2025
ContextRefine-CLIP for EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2025 Jing He Yiqing Wang Lingling Li Kexin Zhang Puhua Chen CLIP 119 0 0 12 Jun 2025
Bridging Distribution Shift and AI Safety: Conceptual and Methodological Synergies Chenruo Liu Kenan Tang Yao Qin Qi Lei 49 0 0 28 May 2025
FedSKC: Federated Learning with Non-IID Data via Structural Knowledge Collaboration Huan Wang Haoran Li H. Chen Jun Yan Lijuan Wang Jiahua Shi Shiping Chen Jun Shen FedML 49 0 0 25 May 2025
DFA-CON: A Contrastive Learning Approach for Detecting Copyright Infringement in DeepFake Art Haroon Wahab Hassan Ugail Irfan Mehmood AAML 59 0 0 13 May 2025
Generalizable Pancreas Segmentation via a Dual Self-Supervised Learning Framework Jun Li Hongzhang Zhu Tao Chen Xiaohua Qian 105 4 0 12 May 2025
HiPerRAG: High-Performance Retrieval Augmented Generation for Scientific Insights Ozan Gokdemir Carlo Siebenschuh Alexander Brace Azton Wells Brian Hsu ... A. Anandkumar Ian Foster R. Stevens V. Vishwanath A. Ramanathan VLM 89 0 0 07 May 2025
Concept-based Rubrics Improve LLM Formative Assessment and Data Synthesis Yuchen Wei Dennis Pearl Matthew Beckman Rebecca J. Passonneau 60 0 0 04 Apr 2025
EarthScape: A Multimodal Dataset for Surficial Geologic Mapping and Earth Surface Analysis Matthew Massey Abdullah-Al-Zubaer Imran 81 0 0 19 Mar 2025
SPILL: Domain-Adaptive Intent Clustering based on Selection and Pooling with Large Language Models I-Fan Lin Faegheh Hasibi Suzan Verberne 103 0 0 19 Mar 2025
Robust Audio-Visual Segmentation via Audio-Guided Visual Convergent Alignment Chen Liu Peike Li Liying Yang Dadong Wang Lincheng Li Xin Yu VOS 95 0 0 17 Mar 2025
Implicit Contrastive Representation Learning with Guided Stop-gradient Byeongchan Lee Sehyun Lee SSL 279 2 0 12 Mar 2025
CeTAD: Towards Certified Toxicity-Aware Distance in Vision Language Models Xiangyu Yin Jiaxu Liu Zhen Chen Jinwei Hu Yi Dong Xiaowei Huang Wenjie Ruan AAML 95 0 0 08 Mar 2025
INTENT: Trajectory Prediction Framework with Intention-Guided Contrastive Clustering Yihong Tang Wei-Ying Ma 89 0 0 06 Mar 2025
Learning Actionable World Models for Industrial Process Control Peng Yan Ahmed Abdulkadir Gerrit A. Schatte Giulia Anguzzi Joonsu Gha Nikola Pascher Matthias Rosenthal Yunlong Gao Benjamin Grewe Thilo Stadelmann DRL AI4CE 135 0 0 03 Mar 2025
cMIM: A Contrastive Mutual Information Framework for Unified Generative and Discriminative Representation Learning Micha Livne SSL 111 0 0 27 Feb 2025
Invariance Pair-Guided Learning: Enhancing Robustness in Neural Networks Martin Surner Abdelmajid Khelil Ludwig Bothmann OOD 110 0 0 26 Feb 2025
From Text to Trajectory: Exploring Complex Constraint Representation and Decomposition in Safe Reinforcement Learning Pusen Dong Tianchen Zhu Yue Qiu Haoyi Zhou Jianxin Li 158 1 0 24 Feb 2025
Neuro-Symbolic Contrastive Learning for Cross-domain Inference Mingyue Liu Ryo Ueda Zhen Wan Katsumi Inoue Chris G. Willcocks NAI 186 0 0 13 Feb 2025
High-dimensional multimodal uncertainty estimation by manifold alignment:Application to 3D right ventricular strain computations Maxime Di Folco Gabriel Bernardino Patrick Clarysse Nicolas Duchateau 106 1 0 21 Jan 2025
Retrieval-Augmented Dialogue Knowledge Aggregation for Expressive Conversational Speech Synthesis Rui Liu Zhenqi Jia F. Bao Hong Li 79 2 0 11 Jan 2025
Revolutionizing Encrypted Traffic Classification with MH-Net: A Multi-View Heterogeneous Graph Model Haozhen Zhang Haodong Yue Xi Xiao Le Yu Qing Li Z. Ling Ye Zhang 55 0 0 08 Jan 2025
Can Impressions of Music be Extracted from Thumbnail Images? Takashi Harada Takehiro Motomitsu Katsuhiko Hayashi Yusuke Sakai Hidetaka Kamigaito 114 0 0 05 Jan 2025
Open-Vocabulary Mobile Manipulation Based on Double Relaxed Contrastive Learning with Dense Labeling Daichi Yashima Ryosuke Korekata Komei Sugiura 182 0 0 21 Dec 2024
Diagnosising Helicobacter pylori using AutoEncoders and Limited Annotations through Anomalous Staining Patterns in IHC Whole Slide Images Pau Cano Eva Musulen Debora Gil 97 0 0 18 Dec 2024
Efficient Object-centric Representation Learning with Pre-trained Geometric Prior Phúc H. Lê Khắc Graham Healy Alan F. Smeaton OCL 131 0 0 16 Dec 2024
Utilizing the Mean Teacher with Supcontrast Loss for Wafer Pattern Recognition Qiyu Wei Xun Xu Zeng Zeng Xulei Yang 87 0 0 27 Nov 2024
Probe-Me-Not: Protecting Pre-trained Encoders from Malicious Probing Ruyi Ding Tong Zhou Lili Su A. A. Ding Xiaolin Xu Yunsi Fei AAML 160 2 0 19 Nov 2024
Deep Loss Convexification for Learning Iterative Models Ziming Zhang Yuping Shao Yiqing Zhang Fangzhou Lin Haichong K. Zhang Elke Rundensteiner 3DPC 112 0 0 16 Nov 2024
JEMA: A Joint Embedding Framework for Scalable Co-Learning with Multimodal Alignment Joao Sousa Roya Darabi A. A. Sousa Frank Brueckner Luís Paulo Reis Ana Reis 68 2 0 31 Oct 2024
SimSiam Naming Game: A Unified Approach for Representation Learning and Emergent Communication Nguyen Le Hoang T. Taniguchi Fang Tianwei Akira Taniguchi 97 1 0 29 Oct 2024
Feature Augmentation for Self-supervised Contrastive Learning: A Closer Look Yong Zhang Rui Zhu Shifeng Zhang Xu Zhou Shifeng Chen Xiaofan Chen SSL 72 0 0 16 Oct 2024
Multi-modal Data based Semi-Supervised Learning for Vehicle Positioning Ouwen Huan Yang Yang T. Luo Mingzhe Chen 60 1 0 15 Oct 2024
AutoTurb: Using Large Language Models for Automatic Algebraic Model Discovery of Turbulence Closure Yu Zhang Kefeng Zheng Fei Liu Qingfu Zhang Zhenkun Wang 79 2 0 14 Oct 2024
Enhancing Hyperspectral Image Prediction with Contrastive Learning in Low-Label Regime S. Haidar José Oramas SSL 63 0 0 10 Oct 2024
SCOREQ: Speech Quality Assessment with Contrastive Regression Alessandro Ragano Jan Skoglund Andrew Hines 128 13 0 09 Oct 2024
Improving Node Representation by Boosting Target-Aware Contrastive Loss Ying-Chun Lin Jennifer Neville SSL 58 0 0 04 Oct 2024
LLM-Augmented Symbolic Reinforcement Learning with Landmark-Based Task Decomposition Alireza Kheirandish Duo Xu Faramarz Fekri 58 0 0 02 Oct 2024
Contrastive Representation Learning for Predicting Solar Flares from Extremely Imbalanced Multivariate Time Series Data Onur Vural S. M. Hamdi S. F. Boubrahimi AI4TS 27 4 0 01 Oct 2024
LoopSR: Looping Sim-and-Real for Lifelong Policy Adaptation of Legged Robots Peilin Wu Weiji Xie Jiahang Cao H. Lai Weinan Zhang 88 2 0 26 Sep 2024
Skill matching at scale: freelancer-project alignment for efficient multilingual candidate retrieval Warren Jouanneau Marc Palyart Emma Jouffroy 42 0 0 18 Sep 2024
Contrastive Learning in Memristor-based Neuromorphic Systems Cory Merkel Alexander Ororbia 77 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 67 1 0 16 Sep 2024
Towards certifiable AI in aviation: landscape, challenges, and opportunities Hymalai Bello Daniel Geißler L. Ray Stefan Muller-Divéky Peter Muller Shannon Kittrell Mengxi Liu Bo Zhou Paul Lukowicz 85 1 0 13 Sep 2024
When Heterophily Meets Heterogeneous Graphs: Latent Graphs Guided Unsupervised Representation Learning Zhixiang Shen Zhao Kang 88 5 0 01 Sep 2024
GANs Conditioning Methods: A Survey Anis Bourou Valérie Mezger Auguste Genovesio EGVM AI4CE 143 2 0 28 Aug 2024
Multimodal Contrastive In-Context Learning Yosuke Miyanishi Minh Le Nguyen 78 2 0 23 Aug 2024
Cell-ontology guided transcriptome foundation model Xinyu Yuan Zhihao Zhan Zuobai Zhang Manqi Zhou Jianan Zhao Boyu Han Yue Li Jian Tang 140 2 0 22 Aug 2024