Domain Adaptation

CliniBench: A Clinical Outcome Prediction Benchmark for Generative and Encoder-Based Language Models EACL 2026 CLIP2Pose: Frozen CLIP as Semantic Guide for Domain Adaptive Pose Estimation AAAI 2026 CLIP-IT: CLIP-based Pairing of Histology Images with Privileged Textual Information WACV 2026 CLIPPan: Adapting CLIP as a Supervisor for Unsupervised Pansharpening AAAI 2026 CoCoLIT: ControlNet-Conditioned Latent Image Translation for MRI to Amyloid PET Synthesis AAAI 2026 Codebook Knowledge with Mamba-Transformer For Low-Light Image Enhancement WACV 2026 CoherenDream: Boosting Holistic Text Coherence in 3D Generation via Multimodal Large Language Models Feedback AAAI 2026 CommonForms: A Large, Diverse Dataset for Form Field Detection WACV 2026 Conditional Prompt Learning via Degradation Perception for Underwater Image Enhancement AAAI 2026 ConLID: Supervised Contrastive Learning for Low-Resource Language Identification EACL 2026 Consensus-Aligned Neuron Efficient Fine-Tuning Large Language Models for Multi-Domain Machine Translation AAAI 2026 Consistency-based Abductive Reasoning over Perceptual Errors of Multiple Pre-trained Models in Novel Environments AAAI 2026 Contributing to Speech-to-Speech Translation for African Low-Resource Languages : Study of French-Mooré Pair EACL 2026 ControlFuse: Instruction-guided Multi-Granularity Controllable Image Fusion AAAI 2026 Coordinates from Context: Using LLMs to Ground Complex Location References EACL 2026 CORA: Consistency-Guided Semi-Supervised Framework for Reasoning Segmentation WACV 2026 Co-STAR: Collaborative Curriculum Self-Training with Adaptive Regularization for Source-Free Video Domain Adaptation WACV 2026 CRADLE Bench: A Clinician-Annotated Benchmark for Multi-Faceted Mental Health Crisis and Safety Risk Detection EACL 2026 CRAF: A Clinical Reasoning-Adaptive Framework via Reinforcement Learning for Similar Case Retrieval AAAI 2026 CropAT: Leveraging Diffusion-Generated Target-Like Cropped Objects for Pseudo-Label Refinement in Domain-Adaptive Object Detection WACV 2026 Cross-Domain Few-Shot Learning via Multi-View Collaborative Optimization with Vision-Language Models AAAI 2026 Cross-domain Joint Learning with Prototype-guided Mixture-of-Experts for Infrared Moving Small Target Detection AAAI 2026 Cross-Granularity Hypergraph Retrieval-Augmented Generation for Multi-hop Question Answering AAAI 2026 Cross-Lingual and Cross-Domain Transfer Learning for POS Tagging in Historical Germanic Low-Resource Languages EACL 2026 CtrlFuse: Mask-Prompt Guided Controllable Infrared and Visible Image Fusion AAAI 2026