domain adaptation

4578 papers

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Also known as

DANN UNIDA UDA DA DAPT

Co-occurring keywords

transfer learning (5442) unsupervised learning (3255) large language model (12755) semantic segmentation (3179) domain generalization (1517) representation learning (6174) neural machine translation (2310) adversarial learning (1592) text classification (6776) knowledge distillation (3680)

Papers

Domain-Specific Quality Estimation for Machine Translation in Low-Resource Scenarios EACL 2026

Multi-modal Neural Machine Translation for Low-Resource Classical Persian Poetry: A Culture-Aware Evaluation EACL 2026

BornoDrishti: Leveraging Vision Encoders and Domain-Adaptive Learning for Bangla OCR on Diverse Documents EACL 2026

Towards Distance-Invariant Radio Frequency Fingerprinting via Augmented Unsupervised Learning AAAI 2026

Sim-to-Real: An Unsupervised Noise Layer for Screen-Camera Watermarking Robustness AAAI 2026

AdaField: Generalizable Surface Pressure Modeling with Physics-Informed Pre-training and Flow-Conditioned Adaptation AAAI 2026

Domain-Auxiliary Infrared Moving Small Target Detection by Learning to Overlook Domain Discrepancy AAAI 2026

First Learn, Then Review: Human-Like Continual Learning for Cross-View Geo-Localization with Limited Field of View AAAI 2026

Empowering Semantic-Sensitive Underwater Image Enhancement with VLM AAAI 2026

Towards Unified Vision-Language Models with Incomplete Multi-Modal Inputs AAAI 2026

CLIP2Pose: Frozen CLIP as Semantic Guide for Domain Adaptive Pose Estimation AAAI 2026

FGNet: Leveraging Feature-Guided Attention to Refine SAM2 for 3D EM Neuron Segmentation AAAI 2026

Image-Text Knowledge Modeling for Unsupervised Multi-Scenario Person Re-Identification AAAI 2026

Localization-Anchored Instance Discrimination for Domain Adaptive Person Search AAAI 2026

Tuning Medical Foundation Models for Inner Ear Temporal CT Analysis with Plug-and-play Domain Knowledge Aggregator AAAI 2026

Fine-Grained Generalization via Structuralizing Concept and Feature Space into Commonality, Specificity and Confounding AAAI 2026

PromptEmo: Learning Emotion with Bilateral Textual Prompts in Multi-Domain Open-set Scenarios AAAI 2026

Adaptive Dynamic Dehazing via Instruction-Driven and Task-Feedback Closed-Loop Optimization for Diverse Downstream Task Adaptation AAAI 2026

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

Graph-Driven Domain Co-Adaptation for Cross-Domain Image Quality Assessment AAAI 2026

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

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

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

Consistency-based Abductive Reasoning over Perceptual Errors of Multiple Pre-trained Models in Novel Environments AAAI 2026

Unified Structural Factors for Transfer Learning Generalization with PAC-Bayesian Guarantees AAAI 2026