← Application Areas
Machine Learning › Application Areas ›

Domain Adaptation

8656 directly classified papers

Papers per year

Papers

Refined Evaluation for End-to-End Grammatical Error Correction Using an Alignment-Based Approach COLING 2025
Few-shot domain adaptation for named-entity recognition via joint constrained k-means and subspace selection COLING 2025
The Effectiveness of Uncased Tokeniziaion for Clinical Notes ACL 2025
Exploring LLM Annotation for Adaptation of Clinical Information Extraction Models under Data-sharing Restrictions ACL 2025
Sharpness-Aware Minimization for Topic Models with High-Quality Document Representations NAACL 2025
Test-Time Code-Switching for Cross-lingual Aspect Sentiment Triplet Extraction NAACL 2025
Fine-Grained Transfer Learning for Harmful Content Detection through Label-Specific Soft Prompt Tuning NAACL 2025
Prompting with Phonemes: Enhancing LLMs’ Multilinguality for Non-Latin Script Languages NAACL 2025
PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology ICCV 2025
MMAIF: Multi-task and Multi-degradation All-in-One for Image Fusion with Language Guidance ICCV 2025
OpenRSD: Towards Open-prompts for Object Detection in Remote Sensing Images ICCV 2025
Subjective Camera 1.0: Bridging Human Cognition and Visual Reconstruction through Sequence-Aware Sketch-Guided Diffusion ICCV 2025
MaskControl: Spatio-Temporal Control for Masked Motion Synthesis ICCV 2025
Adapt Foundational Segmentation Models with Heterogeneous Searching Space ICCV 2025
Debiased Teacher for Day-to-Night Domain Adaptive Object Detection ICCV 2025
Hints of Prompt: Enhancing Visual Representation for Multimodal LLMs in Autonomous Driving ICCV 2025
UPRE: Zero-Shot Domain Adaptation for Object Detection via Unified Prompt and Representation Enhancement ICCV 2025
Dual-Rate Dynamic Teacher for Source-Free Domain Adaptive Object Detection ICCV 2025
OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation ICCV 2025
From Sharp to Blur: Unsupervised Domain Adaptation for 2D Human Pose Estimation Under Extreme Motion Blur Using Event Cameras ICCV 2025
CoLA: Collaborative Low-Rank Adaptation ACL 2025
Spatial Coordinates as a Cell Language: A Multi-Sentence Framework for Imaging Mass Cytometry Analysis ACL 2025
Mitigating Hallucinations in Large Vision-Language Models via Entity-Centric Multimodal Preference Optimization EMNLP 2025
Upsample or Upweight? Balanced Training on Heavily Imbalanced Datasets NAACL 2025
Preserving Multilingual Quality While Tuning Query Encoder on English Only NAACL 2025