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Domain Adaptation

8656 directly classified papers

Papers per year

Papers

SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design EMNLP 2025
CodeArena: Evaluating and Aligning CodeLLMs on Human Preference EMNLP 2025
DA-Pred: Performance Prediction for Text Summarization under Domain-Shift and Instruct-Tuning EMNLP 2025
PHATNet: A Physics-guided Haze Transfer Network for Domain-adaptive Real-world Image Dehazing ICCV 2025
DAPoinTr: Domain Adaptive Point Transformer for Point Cloud Completion AAAI 2025
CREPE: Rapid Chest X-ray Report Evaluation by Predicting Multi-category Error Counts EMNLP 2025
Efficient Deformable Convolutional Prompt for Continual Test-Time Adaptation in Medical Image Segmentation AAAI 2025
A Unified Degradation-Robust Approach to SSL and UDA for 3D Medical Images AAAI 2025
Enhancing LLM Text Detection with Retrieved Contexts and Logits Distribution Consistency EMNLP 2025
Stronger Baselines for Retrieval-Augmented Generation with Long-Context Language Models EMNLP 2025
Cross-Domain Multi-Modal Few-Shot Object Detection via Rich Text WACV 2025
Graph-Based Cross-Domain Knowledge Distillation for Cross-Dataset Text-to-Image Person Retrieval AAAI 2025
MatSpectNet: Material Segmentation Network with Domain-Aware and Physically-Constrained Hyperspectral Reconstruction WACV 2025
Bridge Then Begin Anew: Generating Target-Relevant Intermediate Model for Source-Free Visual Emotion Adaptation AAAI 2025
Label Calibration in Source Free Domain Adaptation WACV 2025
LiCamPose: Combining Multi-View LiDAR and RGB Cameras for Robust Single-Timestamp 3D Human Pose Estimation WACV 2025
Tree-of-Quote Prompting Improves Factuality and Attribution in Multi-Hop and Medical Reasoning EMNLP 2025
CalligraphicOCR for Chinese Calligraphy Recognition EMNLP 2025
Recoverable Anonymization for Pose Estimation: A Privacy-Enhancing Approach WACV 2025
Attention-Based Class-Conditioned Alignment for Multi-Source Domain Adaptation of Object Detectors WACV 2025
Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph Learning AAAI 2025
Multimodal Fusion Using Multi-View Domains for Data Heterogeneity in Federated Learning AAAI 2025
When Cars Meet Drones: Hyperbolic Federated Learning for Source-Free Domain Adaptation in Adverse Weather WACV 2025
Task-Specific Preconditioner for Cross-Domain Few-Shot Learning AAAI 2025
A Similarity Paradigm Through Textual Regularization Without Forgetting AAAI 2025