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Domain Adaptation

8656 directly classified papers

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Papers

Cross-Domain Multi-Modal Few-Shot Object Detection via Rich Text WACV 2025
Same Question, Different Words: A Latent Adversarial Framework for Prompt Robustness EMNLP 2025
Deciphering Cross-Modal Alignment in Large Vision-Language Models via Modality Integration Rate ICCV 2025
Stronger Baselines for Retrieval-Augmented Generation with Long-Context Language Models EMNLP 2025
FPEM: Face Prior Enhanced Facial Attractiveness Prediction for Live Videos with Face Retouching ICCV 2025
BATCLIP: Bimodal Online Test-Time Adaptation for CLIP ICCV 2025
Beyond Human Labels: A Multi-Linguistic Auto-Generated Benchmark for Evaluating Large Language Models on Resume Parsing EMNLP 2025
Exploring Large Language Models for Detecting Mental Disorders EMNLP 2025
MatSpectNet: Material Segmentation Network with Domain-Aware and Physically-Constrained Hyperspectral Reconstruction WACV 2025
Chimera: Improving Generalist Model with Domain-Specific Experts ICCV 2025
Enhancing AI-Driven Farming Advisory in Kenya with Efficient RAG Agents via Quantized Fine-Tuned Language Models ACL 2025
Gradient-Based Sample Selection for Black-Box Universal Domain Adaptation AAAI 2025
CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization ACL 2025
SimProF: A Simple Probabilistic Framework for Unsupervised Domain Adaptation AAAI 2025
CACE: Sim-to-Real Indoor 3D Semantic Segmentation via Context-Aware Augmentation and Consistency Enforcement WACV 2025
DPA: Dual Prototypes Alignment for Unsupervised Adaptation of Vision-Language Models WACV 2025
Combining Inherent Knowledge of Vision-Language Models with Unsupervised Domain Adaptation through Strong-Weak Guidance WACV 2025
Instance-Warp: Saliency Guided Image Warping for Unsupervised Domain Adaptation WACV 2025
ERUP-YOLO: Enhancing Object Detection Robustness for Adverse Weather Condition by Unified Image-Adaptive Processing WACV 2025
Ad^2mix: Adversarial and Adaptive Mixup for Unsupervised Domain Adaptation WACV 2025
Dynamic Target Distribution Estimation for Source-Free Open-Set Domain Adaptation AAAI 2025
Adaptive Deviation Learning for Visual Anomaly Detection with Data Contamination WACV 2025
When Cars Meet Drones: Hyperbolic Federated Learning for Source-Free Domain Adaptation in Adverse Weather WACV 2025
Recoverable Anonymization for Pose Estimation: A Privacy-Enhancing Approach WACV 2025
Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model WACV 2025