Domain Adaptation

A Brain-Inspired Saliency Prediction Framework for Human-AI Cognitive Consistency in AIGC Content via Multi-Region Liquid Neurons AAAI 2026 Active Learning for Corpus Refinement: Cost-Effective Preprocessing to Improve Validity of Applied Quantitative Text Analysis EACL 2026 Active Multi-source Domain Adaptation for Multimodal Fake News Detection AAAI 2026 AdaField: Generalizable Surface Pressure Modeling with Physics-Informed Pre-training and Flow-Conditioned Adaptation AAAI 2026 AdaPrior: Bayesian-Inspired Adaptive Prior Correction for Long-Tailed Continual Learning CVPR 2026 AdaptBPE: From General Purpose to Specialized Tokenizers EACL 2026 Adapting Vision-Language Models for E-commerce Understanding at Scale EACL 2026 Adapting World Models with Latent-State Dynamics Residuals L4DC 2026 Adaptive Dynamic Dehazing via Instruction-Driven and Task-Feedback Closed-Loop Optimization for Diverse Downstream Task Adaptation AAAI 2026 Adaptive Graph Attention Based Discrete Hashing for Incomplete Cross-modal Retrieval AAAI 2026 A Data-Centric Analysis of the Impact of Training Data Quality vs. Quantity on P300 Brain-Computer Interface Performance (Student Abstract) AAAI 2026 Addressing Exacerbated Attention Sink for Source-Free Cross-Domain Few-Shot Learning CVPR 2026 A Dialogue-Based Learning Analytics Framework for Collaborative Game-Based Learning AAAI 2026 AerialFusion: Co-Motion-Driven Unified Registration and Fusion on Multi-modal Data Streams from Aerial View AAAI 2026 Affordance-First Decomposition for Continual Learning in Video-Language Understanding CVPR 2026 A Foundation Model for Brain MRI with Dynamic Modality Integration (Student Abstract) AAAI 2026 AfriCaption: Establishing a New Paradigm for Image Captioning in African Languages EACL 2026 AGENet: Adaptive Edge-aware Geodesic Distance Learning for Few-Shot Medical Image Segmentation WACV 2026 AgentSense: Virtual Sensor Data Generation Using LLM Agents in Simulated Home Environments AAAI 2026 AI in the Wild: A Meta-Analytic Evaluation of Depression Detection from Social Media Data AAAI 2026 Alfa: Attentive Low-Rank Filter Adaptation for Structure-Aware Cross-Domain Personalized Gaze Estimation AAAI 2026 Align³GR: Unified Multi-Level Alignment for LLM-based Generative Recommendation AAAI 2026 Aligning Machiavellian Agents: Behavior Steering via Test-Time Policy Shaping AAAI 2026 Ambiguity-Tolerant Cross-Modal Hashing with Partial Labels AAAI 2026 A Multimodal EEG-Eye Movement Model for Automatic Depression Detection AAAI 2026