← Application Areas
Machine Learning › Application Areas ›

Domain Adaptation

8656 directly classified papers

Papers per year

Papers

Multimodal LLMs as Customized Reward Models for Text-to-Image Generation ICCV 2025
Text-guided Visual Prompt DINO for Generic Segmentation ICCV 2025
Parameter-Efficient Adaptation of Geospatial Foundation Models through Embedding Deflection ICCV 2025
Augmented and Softened Matching for Unsupervised Visible-Infrared Person Re-Identification ICCV 2025
MSSDA: Multi-Sub-Source Domain Adaptation for Diabetic Foot Neuropathy Recognition AAAI 2025
ProtCLIP: Function-Informed Protein Multi-Modal Learning AAAI 2025
Image-to-video Adaptation with Outlier Modeling and Robust Self-learning AAAI 2025
A Video-grounded Dialogue Dataset and Metric for Event-driven Activities AAAI 2025
RUNA: Object-Level Out-of-Distribution Detection via Regional Uncertainty Alignment of Multimodal Representations AAAI 2025
Mitigating Pervasive Modality Absence Through Multimodal Generalization and Refinement AAAI 2025
Generalizable Disaster Damage Assessment via Change Detection with Vision Foundation Model AAAI 2025
Automating the Expansion of Instrument Typicals in Piping and Instrumentation Diagrams (P&IDs) AAAI 2025
Towards Better Robustness Against Natural Corruptions in Document Tampering Localization AAAI 2025
Learning with Open-world Noisy Data via Class-independent Margin in Dual Representation Space AAAI 2025
Modality-Independent Graph Neural Networks with Global Transformers for Multimodal Recommendation AAAI 2025
Federated Recommendation with Explicitly Encoding Item Bias AAAI 2025
Core Knowledge Learning Framework for Graph AAAI 2025
Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach AAAI 2025
SVasP: Self-Versatility Adversarial Style Perturbation for Cross-Domain Few-Shot Learning AAAI 2025
Smoothness Really Matters: A Simple Yet Effective Approach for Unsupervised Graph Domain Adaptation AAAI 2025
GeCC: Generalized Contrastive Clustering with Domain Shifts Modeling AAAI 2025
NightReID: A Large-Scale Nighttime Person Re-Identification Benchmark AAAI 2025
A Similarity Paradigm Through Textual Regularization Without Forgetting AAAI 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