Domain Adaptation

Personalized Image Aesthetics Assessment With Rich Attributes CVPR 2022 Personalized Prediction of Future Lesion Activity and Treatment Effect in Multiple Sclerosis from Baseline MRI MIDL 2022 Physically Disentangled Intra- and Inter-Domain Adaptation for Varicolored Haze Removal CVPR 2022 Physics-Embedded Neural Networks: Graph Neural PDE Solvers with Mixed Boundary Conditions NeurIPS 2022 PICA: Point-Wise Instance and Centroid Alignment Based Few-Shot Domain Adaptive Object Detection With Loose Annotations WACV 2022 Picking on the Same Person: Does Algorithmic Monoculture lead to Outcome Homogenization? NeurIPS 2022 Picking Pearl from Seabed: Extracting Artefacts from Noisy Issue Triaging Collaborative Conversations for Hybrid Cloud Services AAAI 2022 PIEKM: ML-based Procedural Information Extraction and Knowledge Management System for Materials Science Literature AACL 2022 Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation WACV 2022 PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation AACL 2022 Plugging Self-Supervised Monocular Depth Into Unsupervised Domain Adaptation for Semantic Segmentation WACV 2022 POEM: Out-of-Distribution Detection with Posterior Sampling ICML 2022 Polite Task-oriented Dialog Agents: To Generate or to Rewrite? ACL 2022 Polynomial Neural Fields for Subband Decomposition and Manipulation NeurIPS 2022 Post-OCR Paragraph Recognition by Graph Convolutional Networks WACV 2022 PowerGym: A Reinforcement Learning Environment for Volt-Var Control in Power Distribution Systems L4DC 2022 Powering Finetuning in Few-Shot Learning: Domain-Agnostic Bias Reduction with Selected Sampling AAAI 2022 Practical Benefits of Feature Feedback Under Distribution Shift EMNLP 2022 Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution NeurIPS 2022 PredStereo: An Accurate Real-Time Stereo Vision System WACV 2022 Pre-Trained Image Encoder for Generalizable Visual Reinforcement Learning NeurIPS 2022 Pretrained Knowledge Base Embeddings for improved Sentential Relation Extraction ACL 2022 Pre-training Data Quality and Quantity for a Low-Resource Language: New Corpus and BERT Models for Maltese NAACL 2022 Pre-training Language Models with Deterministic Factual Knowledge EMNLP 2022 Prior Adaptive Semi-supervised Learning with Application to EHR Phenotyping JMLR 2022