← Learning Types
Machine Learning › Learning Types ›

Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

STAR: Self-Automated Back-Querying for Production Data Generation IJCNLP 2025
Conditional Information Bottleneck-Based Multivariate Time Series Forecasting IJCAI 2025
Crypto-LLM: Two-Stage Language Model Pre-training with Ciphered and Natural Language Data IJCNLP 2025
Heterophily-Aware Personalized PageRank for Node Classification IJCAI 2025
Search Strategy Generation for Branch and Bound Using Genetic Programming AAAI 2025
Imputation-free Incomplete Multi-view Clustering via Knowledge Distillation IJCAI 2025
From Curiosity to Clarity : Exploring the Impact of Consecutive Why-Questions NAACL 2025
Decoupling and Reconstructing: A Multimodal Sentiment Analysis Framework Towards Robustness IJCAI 2025
Representation Space Augmentation for Effective Self-Supervised Learning on Tabular Data AAAI 2025
Enhancing Multimodal Protein Function Prediction Through Dual-Branch Dynamic Selection with Reconstructive Pre-Training IJCAI 2025
Disentangling, Amplifying, and Debiasing: Learning Disentangled Representations for Fair Graph Neural Networks AAAI 2025
DGL: Dynamic Global-Local Information Aggregation for Scalable VRP Generalization with Self-Improvement Learning IJCAI 2025
MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation AAAI 2025
LLaFEA: Frame-Event Complementary Fusion for Fine-Grained Spatiotemporal Understanding in LMMs ICCV 2025
Characterizing Mamba’s Selective Memory using Auto-Encoders IJCNLP 2025
Intent Oriented Contrastive Learning for Sequential Recommendation AAAI 2025
From Linearity to Non-Linearity: How Masked Autoencoders Capture Spatial Correlations ICCV 2025
CoDeR: Counterfactual Demand Reasoning for Sequential Recommendation AAAI 2025
Prototype-based Contrastive Learning with Stage-wise Progressive Augmentation for Self-Supervised Fine-Grained Learning ICCV 2025
Preference Identification by Interaction Overlap for Bundle Recommendation IJCAI 2025
ST-ReP: Learning Predictive Representations Efficiently for Spatial-Temporal Forecasting AAAI 2025
DO-CoLM: Dynamic 3D Conformation Relationships Capture with Self-Adaptive Ordering Molecular Relational Modeling in Language Models IJCAI 2025
Disentangled Modeling of Preferences and Social Influence for Group Recommendation AAAI 2025
Differentiable Prompt Learning for Vision Language Models IJCAI 2025
Causal-Entity Reflected Egocentric Traffic Accident Video Synthesis ICCV 2025