Domain Adaptation

UniFit: Towards Universal Virtual Try-on with MLLM-Guided Semantic Alignment AAAI 2026 UniSketch: A Unified Framework for Parametric Sketch Generation and Constraint Prediction AAAI 2026 Universal Compressed Image Restoration via Codec-Aware Conditioning with Reinforcement Learning AAAI 2026 Unleashing the Power of Image-Tabular Self-Supervised Learning via Breaking Cross-Tabular Barriers AAAI 2026 UrbanNav: Learning Language-Guided Embodied Urban Navigation from Web-Scale Human Trajectories AAAI 2026 V2VLoc: Robust GNSS-Free Collaborative Perception via LiDAR Localization AAAI 2026 VectorSynth: Fine-Grained Satellite Image Synthesis with Structured Semantics WACV 2026 Visibility guided Self-Supervised Occlusion-Resilient Human Pose Estimation WACV 2026 VisiLock: Authorizing Instruction-based Image editing with Dual Score Distillation CVPR 2026 Wasserstein-Aware Transfer: Class-Level Alignment for Robust Diffusion Model Adaptation AAAI 2026 Weakly Supervised Named Entity Recognition for Historical Texts EACL 2026 What Does Infect Mean to Cardio? Investigating the Role of Clinical Specialty Data in Medical LLMs EACL 2026 Which Works Best for Vietnamese? A Practical Study of Information Retrieval Methods across Domains EACL 2026 Wikatoni: An Agentic AI System for Energy Engineering Workflows AAAI 2026 WikiMAG: A Multi-Agent Guided Framework for Generating Structured Wikipedia-like Articles AAAI 2026 Wikontic: A Tool for Building Knowledge Graphs from Text Aligned with the Wikidata Ontology AAAI 2026 XLinear: A Lightweight and Accurate MLP-Based Model for Long-Term Time Series Forecasting with Exogenous Inputs AAAI 2026 XMAD-Bench: Cross-Domain Multilingual Audio Deepfake Benchmark EACL 2026 Zero-LEAD: Source-Free Universal Domain Adaptation for Abdominal Multi-Organ Segmentation WACV 2026 S^2FGL: Spatial Spectral Federated Graph Learning ICML 2025 2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification CVPR 2025 3D-AffordanceLLM: Harnessing Large Language Models for Open-Vocabulary Affordance Detection in 3D Worlds ICLR 2025 3D-GRAND: A Million-Scale Dataset for 3D-LLMs with Better Grounding and Less Hallucination CVPR 2025 3D Question Answering via only 2D Vision-Language Models ICML 2025 3DS: Medical Domain Adaptation of LLMs via Decomposed Difficulty-based Data Selection EMNLP 2025