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Domain Adaptation

8,656 papers

Papers per year

Papers

Molecular Property Prediction: A Multilevel Quantum Interactions Modeling Perspective AAAI 2019
PhoneMD: Learning to Diagnose Parkinson’s Disease from Smartphone Data AAAI 2019
Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization AAAI 2019
CycleEmotionGAN: Emotional Semantic Consistency Preserved CycleGAN for Adapting Image Emotions AAAI 2019
Model-Based Diagnosis for Cyber-Physical Production Systems Based on Machine Learning and Residual-Based Diagnosis Models AAAI 2019
Disjoint Label Space Transfer Learning with Common Factorised Space AAAI 2019
Joint Domain Alignment and Discriminative Feature Learning for Unsupervised Deep Domain Adaptation AAAI 2019
Large-Scale Interactive Recommendation with Tree-Structured Policy Gradient AAAI 2019
Distributionally Robust Semi-Supervised Learning for People-Centric Sensing AAAI 2019
Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting AAAI 2019
Unsupervised Domain Adaptation by Matching Distributions Based on the Maximum Mean Discrepancy via Unilateral Transformations AAAI 2019
Unsupervised Domain Adaptation Based on Source-Guided Discrepancy AAAI 2019
Exploiting Coarse-to-Fine Task Transfer for Aspect-Level Sentiment Classification AAAI 2019
Guiding the One-to-One Mapping in CycleGAN via Optimal Transport AAAI 2019
A Distillation Approach to Data Efficient Individual Treatment Effect Estimation AAAI 2019
Covariate Shift Adaptation on Learning from Positive and Unlabeled Data AAAI 2019
Transferable Curriculum for Weakly-Supervised Domain Adaptation AAAI 2019
Transferable Attention for Domain Adaptation AAAI 2019
Exploiting Local Feature Patterns for Unsupervised Domain Adaptation AAAI 2019
Improving Domain-Specific Classification by Collaborative Learning with Adaptation Networks AAAI 2019
Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation AAAI 2019
Cross-Domain Visual Representations via Unsupervised Graph Alignment AAAI 2019
Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction AAAI 2019
Interactive Attention Transfer Network for Cross-Domain Sentiment Classification AAAI 2019
Hashtag Recommendation for Photo Sharing Services AAAI 2019