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domain adaptation

4578 papers

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Also known as

DANN UNIDA UDA DA DAPT

Co-occurring keywords

transfer learning (5442) unsupervised learning (3255) large language model (12755) semantic segmentation (3179) domain generalization (1517) representation learning (6174) neural machine translation (2310) adversarial learning (1592) text classification (6776) knowledge distillation (3680)

Papers

TransFusion: Covariate-Shift Robust Transfer Learning for High-Dimensional Regression AISTATS 2024
Breaking isometric ties and introducing priors in Gromov-Wasserstein distances AISTATS 2024
Domain-Controlled Prompt Learning AAAI 2024
Learning Accurate and Bidirectional Transformation via Dynamic Embedding Transportation for Cross-Domain Recommendation AAAI 2024
Monotonic Risk Relationships under Distribution Shifts for Regularized Risk Minimization JMLR 2024
UniCell: Universal Cell Nucleus Classification via Prompt Learning AAAI 2024
Multilevel Analysis of Biomedical Domain Adaptation of Llama 2: What Matters the Most? A Case Study ACL 2024
IMS_medicALY at #SMM4H 2024: Detecting Impacts of Outdoor Spaces on Social Anxiety with Data Augmented Ensembling ACL 2024
Omnipotent Distillation with LLMs for Weakly-Supervised Natural Language Video Localization: When Divergence Meets Consistency AAAI 2024
Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning AAAI 2024
Domain-Hallucinated Updating for Multi-Domain Face Anti-spoofing AAAI 2024
Test-Time Adaptation via Style and Structure Guidance for Histological Image Registration AAAI 2024
Causality-Inspired Invariant Representation Learning for Text-Based Person Retrieval AAAI 2024
Federated Graph Learning under Domain Shift with Generalizable Prototypes AAAI 2024
Learning Image Demoiréing from Unpaired Real Data AAAI 2024
Clustering-based Sampling for Few-Shot Cross-Domain Keyphrase Extraction EACL 2024
Zero-Shot Aerial Object Detection with Visual Description Regularization AAAI 2024
Model Reprogramming: Resource-Efficient Cross-Domain Machine Learning AAAI 2024
Text or Image? What is More Important in Cross-Domain Generalization Capabilities of Hate Meme Detection Models? EACL 2024
SurgicalSAM: Efficient Class Promptable Surgical Instrument Segmentation AAAI 2024
CSL: Class-Agnostic Structure-Constrained Learning for Segmentation Including the Unseen AAAI 2024
Adaptive Domain Learning for Cross-domain Image Denoising NIPS 2024
Diversity-Authenticity Co-constrained Stylization for Federated Domain Generalization in Person Re-identification AAAI 2024
Label-Free Synthetic Pretraining of Object Detectors WACV 2024
Semantic Segmentation in Multiple Adverse Weather Conditions with Domain Knowledge Retention AAAI 2024