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

Dense Depth from Event Focal Stack WACV 2025

PETALface: Parameter Efficient Transfer Learning for Low-Resolution Face Recognition WACV 2025

Distribution-Aware Online Learning for Urban Spatiotemporal Forecasting on Streaming Data IJCAI 2025

Reasoning-Enhanced Domain-Adaptive Pretraining of Multimodal Large Language Models for Short Video Content Governance EMNLP 2025

Data-Efficient Selection via Grammatical Complexity in Continual Pre-training of Domain-Specific LLMs EMNLP 2025

SAM-DA: Decoder Adapter for Efficient Medical Domain Adaptation WACV 2025

FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking NAACL 2025

UniDxMD: Towards Unified Representation for Cross-Modal Unsupervised Domain Adaptation in 3D Semantic Segmentation ICCV 2025

TopoTTA: Topology-Enhanced Test-Time Adaptation for Tubular Structure Segmentation ICCV 2025

Debiased Curriculum Adaptation for Safe Transfer Learning in Chest X-ray Classification ICCV 2025

Stratified Domain Adaptation: A Progressive Self-Training Approach for Scene Text Recognition WACV 2025

Unsupervised Domain Adaptive Visual Question Answering in the Era of Multi-Modal Large Language Models WACV 2025

TRACI: A Data-centric Approach for Multi-Domain Generalization on Graphs AAAI 2025

A Layer Selection Approach to Test Time Adaptation AAAI 2025

The Change You Want To Detect: Semantic Change Detection In Earth Observation With Hybrid Data Generationf CVPR 2025

Mind the Map! Accounting for Existing Maps When Estimating Online HDMaps from Sensors WACV 2025

Cross-Domain and Cross-Dimension Learning for Image-to-Graph Transformers WACV 2025

LexCLiPR: Cross-Lingual Paragraph Retrieval from Legal Judgments ACL 2025

DPA: Dual Prototypes Alignment for Unsupervised Adaptation of Vision-Language Models WACV 2025

SNaRe: Domain-aware Data Generation for Low-Resource Event Detection EMNLP 2025

Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model WACV 2025

Just Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization with Vision-Language Models WACV 2025

Ad^2mix: Adversarial and Adaptive Mixup for Unsupervised Domain Adaptation WACV 2025

CACE: Sim-to-Real Indoor 3D Semantic Segmentation via Context-Aware Augmentation and Consistency Enforcement WACV 2025

DuET: Dual Incremental Object Detection via Exemplar-Free Task Arithmetic ICCV 2025