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Transfer Learning

8078 directly classified papers

Papers per year

Papers

MedEyes: Learning Dynamic Visual Focus for Medical Progressive Diagnosis AAAI 2026

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

Unified Structural Factors for Transfer Learning Generalization with PAC-Bayesian Guarantees AAAI 2026

rMMEA: Robust Multi-Modal Entity Alignment with Missing and Noise Visual Modality AAAI 2026

TuckA: Hierarchical Compact Tensor Experts for Efficient Fine-Tuning AAAI 2026

Bridging Modalities via Progressive Re-alignment for Multimodal Test-Time Adaptation AAAI 2026

Attribute-guided Dynamic Prompt Learning for Graph Neural Networks AAAI 2026

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

Decoupling Shared and Personalized Knowledge: A Dual-Branch Federated Learning Framework for Multi-Domain with Non-IID Data AAAI 2026

Transferable Model-agnostic Vision-Language Model Adaptation for Efficient Weak-to-Strong Generalization AAAI 2026

EASE: Practical and Efficient Safety Alignment for Small Language Models AAAI 2026

Tokenization and Morphological Fidelity in Uralic NLP: A Cross-Lingual Evaluation EACL 2026

KeenKT: Knowledge Mastery-State Disambiguation for Knowledge Tracing AAAI 2026

Learning Intrinsic Hierarchy for Generalized Category Discovery AAAI 2026

Online Cross-Modal Hashing with Expanding Label Space AAAI 2026

Towards OOD Generalization in Dynamic Graphs via Causal Invariant Learning AAAI 2026

Cross-modal Prompting for Balanced Incomplete Multi-modal Emotion Recognition AAAI 2026

Kashif-AI at AbjadGenEval Shared Task: A Transformer-based Approach for Arabic AI-Generated Text Detection EACL 2026

Multi-Modal Assistance for Unsupervised Domain Adaptation on Point Cloud 3D Object Detection AAAI 2026

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

Source-Free Graph Foundation Model Adaptation via Pseudo-Source Reconstruction AAAI 2026

SGP4SR: Separated-Modality Guided User Preference Learning for Multimodal Sequential Recommendation AAAI 2026

ImageBindDC: Compressing Multi-modal Data with ImageBind-based Condensation AAAI 2026

NeuronMoE: Efficient Cross-Lingual Extension via Neuron-Guided Mixture-of-Experts EACL 2026

Rethinking Reading Order: Toward Generalizable Document Understanding with LLM-based Relation Modeling EACL 2026