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Domain Adaptation

8656 directly classified papers

Papers per year

Papers

Toward Real-World High-Precision Image Matting and Segmentation AAAI 2026

OneSug: The Unified End-to-End Generative Framework for E-commerce Query Suggestion AAAI 2026

M²VAE: Multi-Modal Multi-View Variational Autoencoder for Cold-start Item Recommendation AAAI 2026

Invariant Feature Learning for Counterfactual Watch-time Prediction in Video Recommendation AAAI 2026

Mitigating Noise and Imbalance in Social Governance Graphs for Multi-Type Risk Assessment AAAI 2026

A Novel Fine-Tuned CLIP-OOD Detection Method with Double Loss Constraint Through Optimal Transport Semantic Alignment AAAI 2026

SA²GFM: Enhancing Robust Graph Foundation Models with Structure-Aware Semantic Augmentation AAAI 2026

Robust Domain Adaptive Hashing via Structural Noise Modeling and Correction AAAI 2026

DMGIN: How Multimodal LLMs Enhance Large Recommendation Models for Lifelong User Post-click Behaviors AAAI 2026

DRFGD: Disentangled Representation-Focused Generative Defense for Attack-Tolerant Cross-Modal Hashing AAAI 2026

Fashion Microscope: Pixel-Level Attribute Perception via Optimal Transport and Neural Semantic Aggregation AAAI 2026

EMOD: A Unified EEG Emotion Representation Framework Leveraging V-A Guided Contrastive Learning AAAI 2026

Alfa: Attentive Low-Rank Filter Adaptation for Structure-Aware Cross-Domain Personalized Gaze Estimation AAAI 2026

FlowEO: Generative Unsupervised Domain Adaptation for Earth Observation WACV 2026

UrbanNav: Learning Language-Guided Embodied Urban Navigation from Web-Scale Human Trajectories AAAI 2026

PharmaQA: Prompt-Based Molecular Representation Learning via Pharmacophore-Oriented Question Answering AAAI 2026

Multi-Level Domain Adaptation and Contrastive Domain Isolation with Bilinear Fusion for Patient Drug Response Prediction AAAI 2026

Cross-Domain Few-Shot Learning via Multi-View Collaborative Optimization with Vision-Language Models AAAI 2026

Sample-specific Modality Diagnosis and Cross-modal Enhancement for Incomplete Multimodal Representations AAAI 2026

Active Multi-source Domain Adaptation for Multimodal Fake News Detection AAAI 2026

FedCure: Mitigating Participation Bias in Semi-Asynchronous Federated Learning with Non-IID Data AAAI 2026

Prototype-Based Semantic Consistency Alignment for Domain Adaptive Retrieval AAAI 2026

Enhancing Chemical Explainability Through Counterfactual Masking AAAI 2026

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

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