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Domain Adaptation

8656 directly classified papers

Papers per year

Papers

Domain-Specific Retrieval for Retrieval-Augmented Generation: A Case Study on Pertussis Research (Student Abstract) AAAI 2026

AI in the Wild: A Meta-Analytic Evaluation of Depression Detection from Social Media Data AAAI 2026

Enhancing Binary Encoded Crime Linkage Analysis Using Siamese Network AAAI 2026

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

Towards Robust, Reliable, and Generalized Medical AI AAAI 2026

Analysing Satellite Imagery Classification Under Spatial Domain Shift Across Geographic Regions (Abstract Reprint) AAAI 2026

Theoretical Guarantees for Domain Adaptation with Hierarchical Optimal Transport (Abstract Reprint) AAAI 2026

TactGen: Tactile Sensory Data Generation via Zero-Shot Sim-to-Real Transfer (Abstract Reprint) AAAI 2026

Optimizing Preferential Rate in Retail Lending with Causal Inference and Domain Adaptation AAAI 2026

Save, Revisit, Retain: A Scalable Framework for Enhancing User Retention in Large-Scale Recommender Systems AAAI 2026

Aligning Machiavellian Agents: Behavior Steering via Test-Time Policy Shaping AAAI 2026

Mind the Gap: Predicting, Explaining and Reducing Time-to-First-Comment (Reply Gap) in Online Mental-Health Communities AAAI 2026

Towards High Resolution Probabilistic Coastal Inundation Forecasting from Sparse Observations AAAI 2026

NutriScreener: Retrieval Augmented Multi-Pose Graph Attention Network for Malnourishment Screening AAAI 2026

Enhancing Predictive Model Learning via Domain-Knowledge Augmented Latent Feature Mining AAAI 2026

MIDB: Multilingual Instruction Data Booster for Enhancing Cultural Equality in Multilingual Instruction Synthesis AAAI 2026

Machine Learning for Sustainable Rice Production: Region-Scale Monitoring of Water-Saving Practices in Punjab, India AAAI 2026

MSAT-LDM: Toward Transferable High-Fidelity Watermarking for Latent Diffusion Model via Modular Self-Augmented Training AAAI 2026

Bridging Synthetic and Real Routing Problems via LLM-Guided Instance Generation and Progressive Adaptation AAAI 2026

CRAF: A Clinical Reasoning-Adaptive Framework via Reinforcement Learning for Similar Case Retrieval AAAI 2026

MMRAG-RFT: Two-stage Reinforcement Fine-tuning for Explainable Multi-modal Retrieval-augmented Generation AAAI 2026

Faithful in Steps: Improving Generalization and Citation in RAG via Query Decomposition AAAI 2026

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

Beyond Plain Demos: A Demo-Centric Anchoring Paradigm for In-Context Learning in Alzheimer’s Disease Detection AAAI 2026

Exposing the Cracks: Vulnerabilities of Retrieval-Augmented LLM-based Machine Translation AAAI 2026