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Transfer Learning

8078 directly classified papers

Papers per year

Papers

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

PandemIQ Llama: A Domain-Adapted Foundation Model for Enhanced Pandemic Intelligence AAAI 2026

HSKBenchmark: Modeling and Benchmarking Chinese Second Language Acquisition in Large Language Models Through Curriculum Tuning AAAI 2026

Knowledge-Guided Machine Learning: A Paradigm Shift in AI for Science AAAI 2026

Learngene: Inheritable ‘Genes’ in Intelligent Agents (Abstract Reprint) AAAI 2026

DCRNet: Delayed Conversion Modeling Based Personalized Flight Itinerary Ranking Network AAAI 2026

Moral Change or Noise? On Problems of Aligning AI with Temporally Unstable Human Feedback AAAI 2026

CTPD: Cross Tokenizer Preference Distillation AAAI 2026

Satisficing and Optimal Generalised Planning via Goal Regression AAAI 2026

Efficient Solution and Learning of Robust Factored MDPs AAAI 2026

Predicting Emergent Tool Use in LLMs Before It Emerges: A Proxy Perspective AAAI 2026

Learning from Guidelines: Structured Prompt Optimization for Expert Annotation Tasks AAAI 2026

DIFFA: Large Language Diffusion Models Can Listen and Understand AAAI 2026

HCMUS_PrompterXPrompter at AbjadMed: When Classification Meets Retrieval: Taming the Long Tail in Arabic Medical Text Classification EACL 2026

BiCA: Effective Biomedical Dense Retrieval with Citation-Aware Hard Negatives AAAI 2026

Bridging the Language Gap: Uncovering and Aligning Shared Circuits for Multi-Hop Reasoning in Multilingual LLMs AAAI 2026

Reasoning Transfer for an Extremely Low-Resource and Endangered Language: Bridging Languages Through Sample-Efficient Language Understanding AAAI 2026

ICL-Router: In-Context Learned Model Representations for LLM Routing AAAI 2026

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

Difficulty Is Not Enough: Curriculum Learning for LLMs Fine-tuning Must Consider Utility AAAI 2026

Modeling Uncertainty Trends for Timely Retrieval in Dynamic RAG AAAI 2026

GateRA: Token-aware Modulation for Parameter-Efficient Fine-tuning AAAI 2026

Positional Cognitive Specialization: Where Do LLMs Learn to Comprehend and Speak Your Language? AAAI 2026

HGLTR: Hierarchical Knowledge Injection for Calibrating Pre-trained Models in Long-Tail Recognition AAAI 2026

Structure Detection for Contextual Reinforcement Learning AAAI 2026