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Transfer Learning

8078 directly classified papers

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Papers

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

Scaling Towards the Information Boundary of Instructions through Data Synthesizing AAAI 2026

S2D-Align: Shallow-to-Deep Auxiliary Learning for Anatomically-Grounded Radiology Report Generation AAAI 2026

TRACE: Trajectory-based Activation Change Estimation for Task-specific Data Selection 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

Diffusion-calibrated Continual Test-time Adaptation AAAI 2026

Learning Optimal Prompt Ensemble for Multi-source Visual Prompt Transfer AAAI 2026

Sparse Tuning Enhances Plasticity in PTM-based Continual Learning AAAI 2026

Breaking Down Market Barriers: Distilled Prompt-Tuning Approach for Cross-Market Recommendation AAAI 2026

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

ADAPT: Adaptive Decentralized Architecture with Perception-Aligned Training for Structural Generalization in Multi-Agent RL AAAI 2026

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

From Sequential to Recursive: Enhancing Decision-Focused Learning with Bidirectional Feedback AAAI 2026

Generalizing Vision-Language Models with Dedicated Prompt Guidance AAAI 2026

Human-Corrected Labels Learning: Enhancing Labels Quality via Human Correction of VLMs Discrepancies AAAI 2026

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

ME-SFDA: Marginal Exploration with Pyramidal Atkinson-Shiffrin Memory for Source-Free Domain Adaptation AAAI 2026

Adapt Before Continual Learning AAAI 2026

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

GP-MoLFormer-Sim: Test Time Molecular Optimization Through Contextual Similarity Guidance AAAI 2026

Task Prototype-Based Knowledge Retrieval for Multi-Task Learning from Partially Annotated Data AAAI 2026

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

Harnessing Textual Semantic Priors for Knowledge Transfer and Refinement in CLIP-Driven Continual Learning AAAI 2026

Invariant Conditional Molecular Generation Under Distribution Shift AAAI 2026