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Domain Adaptation

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A Data Perspective on Enhanced Identity Preservation for Diffusion Personalization WACV 2025
A Novel Perspective for Multi-Modal Multi-Label Skin Lesion Classification WACV 2025
Fast, Not Fancy: Rethinking G2P with Rich Data and Statistical Models EMNLP 2025
Improving Prompt Generalization for Cross-prompt Essay Trait Scoring from the Scoring-invariance Perspective EMNLP 2025
Distribution Optimization under Gaussian Hypothesis for Domain Adaptive Semantic Segmentation WACV 2025
High-Fidelity Document Stain Removal via A Large-Scale Real-World Dataset and A Memory-Augmented Transformer WACV 2025
LLM-empowered Dynamic Prompt Routing for Vision-Language Models Tuning under Long-Tailed Distributions EMNLP 2025
An LLM-based Temporal-spatial Data Generation and Fusion Approach for Early Detection of Late Onset Alzheimer’s Disease (LOAD) Stagings Especially in Chinese and English-speaking Populations EMNLP 2025
PERC: Plan-As-Query Example Retrieval for Underrepresented Code Generation COLING 2025
Contextual Augmentation for Entity Linking using Large Language Models COLING 2025
CmEAA: Cross-modal Enhancement and Alignment Adapter for Radiology Report Generation COLING 2025
MIGRATE: Cross-Lingual Adaptation of Domain-Specific LLMs through Code-Switching and Embedding Transfer COLING 2025
Advancing E-commerce Merchants Telemarketing with Synthetic Data-Driven LLMs EMNLP 2025
Can LLMs Be Efficient Predictors of Conversational Derailment? EMNLP 2025
Adapting Large Language Models for Character-based Augmentative and Alternative Communication EMNLP 2025
Context Minimization for Resource-Constrained Text Classification: Optimizing Performance-Efficiency Trade-offs through Linguistic Features EMNLP 2025
AfroXLMR-Social: Adapting Pre-trained Language Models for African Languages Social Media Text EMNLP 2025
Captioning for Text-Video Retrieval via Dual-Group Direct Preference Optimization EMNLP 2025
SMARTMiner: Extracting and Evaluating SMART Goals from Low-Resource Health Coaching Notes EMNLP 2025
CLIPArTT: Adaptation of CLIP to New Domains at Test Time WACV 2025
SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation WACV 2025
Text-Guided Fine-grained Counterfactual Inference for Short Video Fake News Detection AAAI 2025
Bridge 2D-3D: Uncertainty-aware Hierarchical Registration Network with Domain Alignment AAAI 2025
Exploiting Diffusion Prior for Real-World Image Dehazing with Unpaired Training AAAI 2025
BSAFusion: A Bidirectional Stepwise Feature Alignment Network for Unaligned Medical Image Fusion AAAI 2025