← Application Areas
Machine Learning › Application Areas ›

Domain Adaptation

8656 directly classified papers

Papers per year

Papers

Assessing the Impact of Population Data Domain Differences on Transfer Learning in P300-based Brain-Computer Interfaces (Student Abstract) AAAI 2025
Improving Cancer Gene Prediction by Enhancing Common Information Between the PPI Network and Gene Functional Association AAAI 2025
Test-Time Adaptation on Noisy Data via Model-Pruning-Based Filtering and Flatness-Aware Entropy Minimization AAAI 2025
Personalized Sleep Staging Leveraging Source-free Unsupervised Domain Adaptation AAAI 2025
Natural Language Counterfactual Explanations in Financial Text Classification: A Comparison of Generators and Evaluation Metrics ACL 2025
Challenging Multimodal LLMs with African Standardized Exams: A Document VQA Evaluation ACL 2025
Beyond Generalization :Evaluating Multilingual LLMs for Yorùbá Animal Health Translation ACL 2025
Enhancing AI-Driven Farming Advisory in Kenya with Efficient RAG Agents via Quantized Fine-Tuned Language Models ACL 2025
EchoWorld: Learning Motion-Aware World Models for Echocardiography Probe Guidance CVPR 2025
On Synthetic Data Strategies for Domain-Specific Generative Retrieval ACL 2025
Practical Solutions to Practical Problems in Developing Argument Mining Systems ACL 2025
Towards a Real-time Swedish Speech Analyzer for Language Learning Games: A Hybrid AI Approach to Language Assessment ACL 2025
End-to-End Automated Item Generation and Scoring for Adaptive English Writing Assessment with Large Language Models ACL 2025
EduCSW: Building a Mandarin-English Code-Switched Generation Pipeline for Computer Science Learning ACL 2025
Can Large Language Models Classify and Generate Antimicrobial Resistance Genes? ACL 2025
5cNLP at BioLaySumm2025: Prompts, Retrieval, and Multimodal Fusion ACL 2025
Don’t stop pretraining! Efficiently building specialised language models in resource-constrained settings. NAACL 2025
A Video-grounded Dialogue Dataset and Metric for Event-driven Activities AAAI 2025
Reducing Divergence in Batch Normalization for Domain Adaptation AAAI 2025
Cross-modal Clustering-based Retrieval for Scalable and Robust Image Captioning ACL 2025
Collaborative Semantic Consistency Alignment for Blended-Target Domain Adaptation AAAI 2025
UCL-Bench: A Chinese User-Centric Legal Benchmark for Large Language Models NAACL 2025
CodeArena: Evaluating and Aligning CodeLLMs on Human Preference EMNLP 2025
DMDTEval: An Evaluation and Analysis of LLMs on Disambiguation in Multi-domain Translation EMNLP 2025
Vox-UDA: Voxel-wise Unsupervised Domain Adaptation for Cryo-Electron Subtomogram Segmentation with Denoised Pseudo-Labeling AAAI 2025