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Domain Adaptation

8656 directly classified papers

Papers per year

Papers

Faithful in Steps: Improving Generalization and Citation in RAG via Query Decomposition 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
Knowledge-Guided Machine Learning: A Paradigm Shift in AI for Science AAAI 2026
Optimizing Preferential Rate in Retail Lending with Causal Inference and Domain Adaptation AAAI 2026
PAL: Personal Adaptive Learner AAAI 2026
Wikontic: A Tool for Building Knowledge Graphs from Text Aligned with the Wikidata Ontology AAAI 2026
Magnol.AI Copilot: Multimodal LLMs for Conversational Insight Generation AAAI 2026
Resilient UAV Swarm with Fast Connectivity Recovery and Extensive Coverage AAAI 2026
IGIANet: Illumination Guided Implicit Alignment Network for Infrared–Visible UAV Detection AAAI 2026
SAM2-OV: A Novel Detection-Only Tuning Paradigm for Open-Vocabulary Multi-Object Tracking AAAI 2026
DLDA: Unified Dual-Level Domain Adaptation for Low-Light Object Detection AAAI 2026
Breaking Alignment Barriers: TPS-Driven Semantic Correlation Learning for Alignment-Free RGB-T Salient Object Detection AAAI 2026
OFL-SAM2: Prompt SAM2 with Online Few-shot Learner for Efficient Medical Image Segmentation AAAI 2026
Exploring Efficient Open-Vocabulary Segmentation in the Remote Sensing AAAI 2026
An Efficient and Harmonized Framework for Balanced Cross-Domain Feature Integration AAAI 2026
Bridging Day and Night: Target-Class Hallucination Suppression in Unpaired Image Translation AAAI 2026
Temporal Inconsistency Guidance for Super-resolution Video Quality Assessment AAAI 2026
V2VLoc: Robust GNSS-Free Collaborative Perception via LiDAR Localization AAAI 2026
Lifelong Domain Adaptive 3D Human Pose Estimation AAAI 2026
Learning Latent Imaging Biomarkers for Interpretable Microvascular Invasion Prediction in Hepatocellular Carcinoma AAAI 2026
Dream-IF: Dynamic Relative EnhAnceMent for Image Fusion AAAI 2026
StyleProto: Style-Augmented Prototype Learning for Cross-Domain Few-Shot Object Detection AAAI 2026
Beyond Boundaries: Leveraging Vision Foundation Models for Source-Free Object Detection AAAI 2026
A Multimodal EEG-Eye Movement Model for Automatic Depression Detection AAAI 2026