← Learning Paradigms

Artificial Intelligence › Learning Paradigms ›

Transfer Learning

8078 directly classified papers

Papers per year

Papers

Beyond Retraining: Training-Free Unknown Class Filtering for Source-Free Open Set Domain Adaptation of Vision–Language Models AAAI 2026

From Static to Active: Knowledge-Aware Node State Selection in Multi-view Graph Learning AAAI 2026

Direction Sensitivity–Based Knowledge Distillation: Optimization-Aware Low-Rank Knowledge Transfer AAAI 2026

Adapt Before Continual Learning AAAI 2026

Policy Search, Retrieval, and Composition via Task Similarity in Collaborative Agentic Systems AAAI 2026

Robust Semi-paired Multimodal Learning for Cross-modal Retrieval AAAI 2026

Inverse Optimal Transport for Efficient Adaptation of Vision-Language Models AAAI 2026

Tabular Learnwares Can Be Repurposed for Seemingly Irrelevant New Tasks AAAI 2026

Retriever Encoder Selection Matters for In-Context Learning-based Medical Segmentation AAAI 2026

COVR: Collaborative Optimization of VLMs and RL Agent for Visual-Based Control AAAI 2026

Structure-Enhanced Adapter for Self-Supervised Heterogeneous Graph Learning AAAI 2026

Know Your Neighbors: Subgraph Importance Sampling for Heterophilic Graph Active Learning AAAI 2026

Diffusion-calibrated Continual Test-time Adaptation AAAI 2026

MP-ISMoE: Mixed-Precision Interactive Side Mixture-of-Experts for Efficient Transfer Learning AAAI 2026

Pareto-Based Heterogeneous Knowledge Distillation for MLPs on Graphs AAAI 2026

Structure Detection for Contextual Reinforcement Learning AAAI 2026

Dual-Horizon Interest Model for Unified Search and Recommendation AAAI 2026

Speech Recognition Model Improves Text-to-Speech Synthesis Using Fine-Grained Reward AAAI 2026

ComoRAG: A Cognitive-Inspired Memory-Organized RAG for Stateful Long Narrative Reasoning AAAI 2026

CTPD: Cross Tokenizer Preference Distillation AAAI 2026

Towards Generalist Robot Learning from Internet Video: A Survey (Abstract Reprint) AAAI 2026

Towards Offline Imitation Learning: Strictly Batch Settings, Generalization, and Variability in Expertise AAAI 2026

Synthetic-to-Real Transfer Learning for League of Legends Minimap Object Detection (Student Abstract) AAAI 2026

GenMatLab: A Generative Platform for Inverse Materials Design AAAI 2026

Exploiting Pre-trained Language Model for Cross-city Urban Flow Prediction Guided by Information-theoretic Analysis AAAI 2026