Self-Supervised Learning

ActiShade: Activating Overshadowed Knowledge to Guide Multi-Hop Reasoning in Large Language Models AAAI 2026 Activating Visual Context and Commonsense Reasoning Through Masked Prediction in VLMs AAAI 2026 AdaDepth: Exploiting Inherent Scene Information for Self-Supervised Depth Estimation in Dynamic Scenes AAAI 2026 AdaMCoT: Rethinking Cross-Lingual Factual Reasoning Through Adaptive Multilingual Chain-of-Thought AAAI 2026 Adaptive and Context-rich Generative Self-supervised Learning on Graphs AAAI 2026 Adaptive Hallucination Alleviation in Multimodal Large Language Models: From Strategic Data Selection to Severity-Guided Training AAAI 2026 A Dataset and Framework for Learning State-invariant Object Representations WACV 2026 AerialMind: Towards Referring Multi-Object Tracking in UAV Scenarios AAAI 2026 A Foundation Model for Brain MRI with Dynamic Modality Integration (Student Abstract) AAAI 2026 A Hybrid Learning-to-Optimize Framework for Mixed-Integer Quadratic Programming L4DC 2026 AI-Driven Marine Robotics: Emerging Trends in Underwater Perception and Ecosystem Monitoring AAAI 2026 AIM: Manifold-based Data Filtering for Representation Finetuning AAAI 2026 Align³GR: Unified Multi-Level Alignment for LLM-based Generative Recommendation AAAI 2026 A Multimodal EEG-Eye Movement Model for Automatic Depression Detection AAAI 2026 Analyzing and Mitigating Object Hallucination: A Training Bias Perspective AAAI 2026 Anatomically-guided Masked Autoencoder Pre-training for Aneurysm Detection WACV 2026 A Network of Biologically Inspired Rectified Spectral Units (ReSUs) Learns Hierarchical Features Without Error Backpropagation AAAI 2026 A Novel Metric for Detecting Memorization in Generative Models for Brain MRI Synthesis WACV 2026 Any-Optical-Model: A Universal Foundation Model for Optical Remote Sensing AAAI 2026 Appearance Discrepancy-guided Sequence Hybrid Masking for Robust Scene Text Recognition AAAI 2026 APT: Affine Prototype-Timestamp for Time Series Forecasting Under Distribution Shift AAAI 2026 ArchetypeTrader: Reinforcement Learning for Selecting and Refining Learnable Strategic Archetypes in Quantitative Trading AAAI 2026 ARGUS: Towards End-to-End Argument Mining with Large Language Models AAAI 2026 Artificial Immune System of Secure Face Recognition Against Adversarial Attacks (Abstract Reprint) AAAI 2026 ASC: Learning Augmentation Severity-Consistent Representations Improves Generalization via Augmentation Search WACV 2026