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Domain Adaptation

8656 directly classified papers

Papers per year

Papers

XLinear: A Lightweight and Accurate MLP-Based Model for Long-Term Time Series Forecasting with Exogenous Inputs 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

INTENT: Invariance and Discrimination-aware Noise Mitigation for Robust Composed Image Retrieval AAAI 2026

Graph Domain Adaptation via Homophily-Agnostic Reconstructing Structure AAAI 2026

A Brain-Inspired Saliency Prediction Framework for Human-AI Cognitive Consistency in AIGC Content via Multi-Region Liquid Neurons AAAI 2026

Shrinking the Teacher: An Adaptive Teaching Paradigm for Asymmetric EEG-Vision Alignment AAAI 2026

Multigranular Evaluation for Brain Visual Decoding AAAI 2026

CAT-Net: A Cross-Attention Tone Network for Cross-Subject EEG-EMG Fusion Tone Decoding AAAI 2026

Steering Visuomotor Policy in Open Worlds via Cross-View Goal Alignment AAAI 2026

ManiLong-Shot: Interaction-Aware One-Shot Imitation Learning for Long-Horizon Manipulation AAAI 2026

SemanticVLA: Semantic-Aligned Sparsification and Enhancement for Efficient Robotic Manipulation AAAI 2026

SIAM: Towards Generalizable Articulated Object Modeling via Single Robot-Object Interaction AAAI 2026

MMMamba: A Versatile Cross-Modal in Context Fusion Framework for Pan-Sharpening and Zero-Shot Image Enhancement AAAI 2026

Bridging Scale Discrepancies in Robotic Control via Language-Based Action Representations AAAI 2026

Bipartite Mode Matching for Vision Training Set Search from a Hierarchical Data Server AAAI 2026

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

DiMA: Distinguishing Resident and Tourist Preferences via Multi-Modal LLM Alignment for Out-of-Town Cross-Domain Recommendation AAAI 2026

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

Personalize Before Retrieve: LLM-based Personalized Query Expansion for User-Centric Retrieval AAAI 2026

MusicRec: Multi-modal Semantic-Enhanced Identifier with Collaborative Signals for Generative Recommendation AAAI 2026

Exploiting Pre-trained Language Model for Cross-city Urban Flow Prediction Guided by Information-theoretic Analysis 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

MISF: MLLM Guided Iterative Sample Filtering for Data Fault Detection AAAI 2026