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domain adaptation

4594 papers

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DA

Co-occurring keywords

transfer learning (5449) unsupervised learning (3264) large language model (13587) semantic segmentation (3186) domain generalization (1522) representation learning (6204) neural machine translation (2310) adversarial learning (1595) text classification (6793) knowledge distillation (3725)

Papers

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training ICCV 2025
Domain-aware Category-level Geometry Learning Segmentation for 3D Point Clouds ICCV 2025
Fully Test-time Adaptation for Tabular Data AAAI 2025
OTCXR: Rethinking Self-Supervised Alignment using Optimal Transport for Chest X-ray Analysis WACV 2025
Financial Named Entity Recognition: How Far Can LLM Go? COLING 2025
Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance Domain COLING 2025
ROADS: Robust Prompt-Driven Multi-Class Anomaly Detection under Domain Shift WACV 2025
Bridging the Gap: Instruction-Tuned LLMs for Scientific Named Entity Recognition IJCNLP 2025
Towards Reliable Agents: Benchmarking Customized LLM-Based Retrieval-Augmented Generation Frameworks with Deployment Validation NAACL 2025
From Annotation to Adaptation: Metrics, Synthetic Data, and Aspect Extraction for Aspect-Based Sentiment Analysis with Large Language Models NAACL 2025
Temporal Dynamics in Visual Data: Analyzing the Impact of Time on Classification Accuracy WACV 2025
FinMoE: A MoE-based Large Chinese Financial Language Model COLING 2025
One-step Label Shift Adaptation via Robust Weight Estimation IJCAI 2025
GraphRAG Analysis for Financial Narrative Summarization and A Framework for Optimizing Domain Adaptation COLING 2025
Effortless Active Labeling for Long-Term Test-Time Adaptation CVPR 2025
Context-Aware Optimal Transport Learning for Retinal Fundus Image Enhancement WACV 2025
LiDAR Registration with Visual Foundation Models RSS 2025
When Open-Vocabulary Visual Question Answering Meets Causal Adapter: Benchmark and Approach AAAI 2025
Guiding Vision-Language Model Selection for Visual Question-Answering Across Tasks, Domains, and Knowledge Types COLING 2025
When Multilingual Models Compete with Monolingual Domain-Specific Models in Clinical Question Answering NAACL 2025
FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking NAACL 2025
Dynamic Guided and Domain Applicable Safeguards for Enhanced Security in Large Language Models NAACL 2025
Multi-stage Training of Bilingual Islamic LLM for Neural Passage Retrieval COLING 2025
Feature Augmentation Based Test-Time Adaptation WACV 2025
ACL 2025 Industry Track: Overview ACL 2025