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

Bridging the Gap with RedSQL: A Russian Text-to-SQL Benchmark for Domain-Specific Applications ACL 2025

Domain Adaptive Unfolded Graph Neural Networks AAAI 2025

Aspect-Based Opinion Summarization with Argumentation Schemes ACL 2025

Adapting IndicTrans2 for Legal Domain MT via QLoRA Fine-Tuning at JUST-NLP 2025 IJCNLP 2025

CalligraphicOCR for Chinese Calligraphy Recognition EMNLP 2025

Bridge Then Begin Anew: Generating Target-Relevant Intermediate Model for Source-Free Visual Emotion Adaptation AAAI 2025

SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery AAAI 2025

Stitch, Contrast, and Segment: Learning a Human Action Segmentation Model Using Trimmed Skeleton Videos AAAI 2025

Revisiting LLMs as Zero-Shot Time Series Forecasters: Small Noise Can Break Large Models ACL 2025

Vision-Language Model IP Protection via Prompt-based Learning CVPR 2025

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

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

Hanfu-Bench: A Multimodal Benchmark on Cross-Temporal Cultural Understanding and Transcreation EMNLP 2025

EventDance: Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition CVPR 2024

Weakly Supervised Open-Vocabulary Object Detection AAAI 2024

Unity in Diversity: Collaborative Pre-training Across Multimodal Medical Sources ACL 2024

SA²VP: Spatially Aligned-and-Adapted Visual Prompt AAAI 2024

Domain Adaptation for Large-Vocabulary Object Detectors NIPS 2024

Divide and Conquer: Hybrid Pre-training for Person Search AAAI 2024

Mixed Children/Adult/Childrenized Fine-Tuning for Children’s ASR: How to Reduce Age Mismatch and Speaking Style Mismatch INTERSPEECH 2024

Gradual Domain Adaptation via Manifold-Constrained Distributionally Robust Optimization NIPS 2024

Multi-Energy Guided Image Translation with Stochastic Differential Equations for Near-Infrared Facial Expression Recognition AAAI 2024

DDViT: Double-Level Fusion Domain Adapter Vision Transformer (Student Abstract) AAAI 2024

Unified Domain Generalization and Adaptation for Multi-View 3D Object Detection NIPS 2024

NRK at SemEval-2024 Task 1: Semantic Textual Relatedness through Domain Adaptation and Ensemble Learning on BERT-based models SEMEVAL 2024