← Learning Paradigms

Artificial Intelligence › Learning Paradigms ›

Transfer Learning

8078 directly classified papers

Papers per year

Papers

OnEDIT: Online Editing with Decoupled Implicit Task for Large Language Models AAAI 2026

Cross-Domain Few-Shot Learning via Multi-View Collaborative Optimization with Vision-Language Models AAAI 2026

Sample-specific Modality Diagnosis and Cross-modal Enhancement for Incomplete Multimodal Representations AAAI 2026

Extracting Multimodal Learngene in CLIP: Unveiling the Multimodal Generalizable Knowledge AAAI 2026

Learning Systems Expansion with Efficient Heterogeneity-aware Knowledge Transfer AAAI 2026

Efficiently Seeking Flat Minima for Better Generalization in Fine-Tuning Large Language Models and Beyond AAAI 2026

Goal-Oriented Time-Series Forecasting: Foundation Framework Design AAAI 2026

SUGAR: Learning Skeleton Representation with Visual-Motion Knowledge for Action Recognition AAAI 2026

NeuroBridge: Bio-Inspired Self-Supervised EEG-to-Image Decoding via Cognitive Priors and Bidirectional Semantic Alignment AAAI 2026

Dexterous Manipulation Transfer via Progressive Kinematic-Dynamic Alignment AAAI 2026

H-RDT: Human Manipulation Enhanced Bimanual Robotic Manipulation AAAI 2026

Steering Visuomotor Policy in Open Worlds via Cross-View Goal Alignment AAAI 2026

FoAM: Foresight-Augmented Multi-Task Imitation Policy for Robotic Manipulation AAAI 2026

WorldAgen: Unified State-Action Prediction with Test-Time World Model Training AAAI 2026

Bridging Scale Discrepancies in Robotic Control via Language-Based Action Representations AAAI 2026

Gentle Manipulation Policy Learning via Demonstrations from VLM Planned Atomic Skills AAAI 2026

Two Heads Are Better than One: Distilling Large Language Model Features into Small Models with Feature Decomposition and Mixture AAAI 2026

Learner-Tailored Program Repair: A Solution Generator with Iterative Edit-Driven Retrieval Enhancement AAAI 2026

Self-Supervised Cross-City Trajectory Representation Learning Based on Meta-Learning AAAI 2026

Sequence-Free for Compound Protein Interaction Prediction AAAI 2026

TriFusion-IDS: A Multimodal Graph-Tabular-Text Contrastive Framework for Cross-Dataset Intrusion Detection AAAI 2026

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

Alfa: Attentive Low-Rank Filter Adaptation for Structure-Aware Cross-Domain Personalized Gaze Estimation AAAI 2026

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation AAAI 2026

Delayed Feedback Modeling with Influence Functions AAAI 2026