Domain Adaptation

Pluvial Flood Emulation with Hydraulics-informed Message Passing ICML 2024 Point2Real: Bridging the Gap between Point Cloud and Realistic Image for Open-World 3D Recognition AAAI 2024 Policy Learning for Localized Interventions from Observational Data AISTATS 2024 Pooling Image Datasets with Multiple Covariate Shift and Imbalance ICLR 2024 Position: Considerations for Differentially Private Learning with Large-Scale Public Pretraining ICML 2024 Position: Machine Learning-powered Assessments of the EU Digital Services Act Aid Quantify Policy Impacts on Online Harms ICML 2024 Position: Will we run out of data? Limits of LLM scaling based on human-generated data ICML 2024 Pouring Your Heart Out: Investigating the Role of Figurative Language in Online Expressions of Empathy ACL 2024 PPFLOW: Target-Aware Peptide Design with Torsional Flow Matching ICML 2024 Precipitation Downscaling with Spatiotemporal Video Diffusion NeurIPS 2024 Predicting 3D forearm fracture angle from biplanar Xray images with rotational bone pose estimation MIDL 2024 Predicting Dose-Response Curves with Deep Neural Networks ICML 2024 Predicting Long-Term Allograft Survival in Liver Transplant Recipients MLHC 2024 Preserving Image Properties Through Initializations in Diffusion Models WACV 2024 PRESTO: Progressive Pretraining Enhances Synthetic Chemistry Outcomes EMNLP 2024 Pre-trained Feature Fusion and Matching for Mild Cognitive Impairment Detection Interspeech 2024 Pre-trained Language Models for Entity Blocking: A Reproducibility Study NAACL 2024 Pre-training data selection for biomedical domain adaptation using journal impact metrics ACL 2024 Preventing Catastrophic Forgetting through Memory Networks in Continuous Detection ECCV 2024 Pricing and Competition for Generative AI NeurIPS 2024 Principled Federated Domain Adaptation: Gradient Projection and Auto-Weighting ICLR 2024 Prior Mismatch and Adaptation in PnP-ADMM with a Nonconvex Convergence Analysis ICML 2024 Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs NeurIPS 2024 PRISM: A New Lens for Improved Color Understanding EMNLP 2024 Privacy Attacks in Decentralized Learning ICML 2024