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

FreeDNA: Endowing Domain Adaptation of Diffusion-Based Dense Prediction with Training-Free Domain Noise Alignment ICCV 2025

UMDATrack: Unified Multi-Domain Adaptive Tracking Under Adverse Weather Conditions ICCV 2025

Efficient Vocabulary Reduction for Small Language Models COLING 2025

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

Bridging the Bandwidth Gap: A Mixed Band Telephonic Urdu ASR Approach with Domain Adaptation for Banking Applications COLING 2025

Borrowing Eyes for the Blind Spot: Overcoming Data Scarcity in Malicious Video Detection via Cross-Domain Retrieval Augmentation ICCV 2025

COME: Dual Structure-Semantic Learning with Collaborative MoE for Universal Lesion Detection Across Heterogeneous Ultrasound Datasets ICCV 2025

MergeOcc: Bridge the Domain Gap between Different LiDARs for Robust Occupancy Prediction ICCV 2025

RedOne: Revealing Domain-specific LLM Post-Training in Social Networking Services EMNLP 2025

Enhancing Generalizability via Utilization of Unlabeled Data for Occupancy Perception AAAI 2025

A Japanese Language Model and Three New Evaluation Benchmarks for Pharmaceutical NLP IJCNLP 2025

Graph-Based Cross-Domain Knowledge Distillation for Cross-Dataset Text-to-Image Person Retrieval AAAI 2025

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

Closing the Domain Gap in Manga Colorization via Aligned Paired Dataset WACV 2025

Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation AAAI 2025

Transfer Learning in Financial Time Series with Gramian Angular Field (Student Abstract) AAAI 2025

From Scratch to Fine-Tuned: A Comparative Study of Transformer Training Strategies for Legal Machine Translation IJCNLP 2025

Geo-Spatially Informed Models for Geocoding Unstructured Addresses COLING 2025

Team-SVNIT at JUST-NLP 2025: Domain-Adaptive Fine-Tuning of Multilingual Models for English–Hindi Legal Machine Translation IJCNLP 2025

StuD: A Multimodal Approach for Stuttering Detection with RAG and Fusion Strategies IJCNLP 2025

Knowledge-Guided Domain Adaptation Model for Transferring Drug Response Prediction from Cell Lines to Patients AAAI 2025

ReC-TTT: Contrastive Feature Reconstruction for Test-Time Training WACV 2025

goodmen @ L-MT Shared Task: A Comparative Study of Neural Models for English-Hindi Legal Machine Translation IJCNLP 2025