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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

SSL-CST: Cell Segmentation for Single-Cell Spatial Transcriptome Based on Self-Supervised Learning AAAI 2026

Inferring Heterogeneous Private Valuations from Offline Market Data via Entropic Risk-Sensitive Utility Maximization AAAI 2026

PINet: Improving the Stability of Prototype Networks via Phantasia-Inspired Uncertain Representations AAAI 2026

EEG-DLite: Dataset Distillation for Efficient Large EEG Model Training AAAI 2026

CANDI: Curated Test-Time Adaptation for Multivariate Time-Series Anomaly Detection Under Distribution Shift AAAI 2026

Exploring Domain Generalization and Subpopulation Shift for Generalizable Graph-Level Anomaly Detection AAAI 2026

APT: Affine Prototype-Timestamp for Time Series Forecasting Under Distribution Shift AAAI 2026

Multifaceted Scenario-Aware Hypergraph Learning for Next POI Recommendation AAAI 2026

Reimagining Anomalies: What If Anomalies Were Normal? AAAI 2026

Multi-graph Fusion Cross-model Contrastive Learning for Recommendation AAAI 2026

Bidirectional Counterfactual Distillation for Review-Based Recommendation AAAI 2026

Information-Theoretic Minimal Sufficient Representation for Multi-Domain Knowledge Graph Completion AAAI 2026

SA²GFM: Enhancing Robust Graph Foundation Models with Structure-Aware Semantic Augmentation AAAI 2026

From Subtle to Significant: Prompt-Driven Self-Improving Optimization in Test-Time Graph OOD Detection AAAI 2026

DARLING: Dual Hypergraph-Enhanced Curriculum-Guided Graph Structure Learning for Node Classification AAAI 2026

Cyto-SSL: A Self-Supervised Pretraining Framework for Cytology Foundation Model AAAI 2026

Temporal Calibrating and Distilling for Scene-Text Aware Text-Video Retrieval AAAI 2026

Reasoning via Implicit Self-supervised Emergence for Instruction Segmentation AAAI 2026

Bridging Vision and Language for Robust Context-Aware Surgical Point Tracking: The VL-SurgPT Dataset and Benchmark AAAI 2026

Less Is More: Vision Representation Compression for Efficient Video Generation with Large Language Models AAAI 2026

Self-Supervised Representation Learning with Joint Embedding Predictive Architecture for Automotive LiDAR Object Detection AAAI 2026

Appearance Discrepancy-guided Sequence Hybrid Masking for Robust Scene Text Recognition AAAI 2026

Brownian Bridge Augmented Surrogate Simulation and Injection Planning for Geological CO2 Storage AAAI 2026

HOSIG: Full-Body Human-Object-Scene Interaction Generation with Hierarchical Scene Perception AAAI 2026

KPDM: Key Phrase Dynamic Masking for Robust Text-to-Image Person Retrieval AAAI 2026