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Domain Adaptation

8,656 papers

Papers per year

Papers

Transfer Learning via Minimizing the Performance Gap Between Domains NIPS 2019
Cross-Modal Learning with Adversarial Samples NIPS 2019
Sim2real transfer learning for 3D human pose estimation: motion to the rescue NIPS 2019
Multi-source Domain Adaptation for Semantic Segmentation NIPS 2019
Recurrent Registration Neural Networks for Deformable Image Registration NIPS 2019
Hierarchical Optimal Transport for Multimodal Distribution Alignment NIPS 2019
Deep Model Transferability from Attribution Maps NIPS 2019
Transfusion: Understanding Transfer Learning for Medical Imaging NIPS 2019
On the Utility of Learning about Humans for Human-AI Coordination NIPS 2019
Verified Uncertainty Calibration NIPS 2019
Subspace Detours: Building Transport Plans that are Optimal on Subspace Projections NIPS 2019
On Tractable Computation of Expected Predictions NIPS 2019
Transferable Normalization: Towards Improving Transferability of Deep Neural Networks NIPS 2019
Combining Deep Learning and Verification for Precise Object Instance Detection CORL 2019
Active Domain Randomization CORL 2019
Learning Parametric Constraints in High Dimensions from Demonstrations CORL 2019
Deeply Fusing Reviews and Contents for Cold Start Users in Cross-Domain Recommendation Systems AAAI 2019
Anchors Bring Ease: An Embarrassingly Simple Approach to Partial Multi-View Clustering AAAI 2019
Exploiting Background Knowledge in Compact Answer Generation for Why-Questions AAAI 2019
TransNFCM: Translation-Based Neural Fashion Compatibility Modeling AAAI 2019
Hierarchical Reinforcement Learning for Course Recommendation in MOOCs AAAI 2019
Bias Reduction via End-to-End Shift Learning: Application to Citizen Science AAAI 2019
Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery AAAI 2019
Exploiting Time-Series Image-to-Image Translation to Expand the Range of Wildlife Habitat Analysis AAAI 2019
Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation AAAI 2019