← Application Areas
Machine Learning › Application Areas ›

Domain Adaptation

8656 directly classified papers

Papers per year

Papers

Cross-Domain Matching for Bag-of-Words Data via Kernel Embeddings of Latent Distributions NIPS 2015
Cross-domain recommendation without shared users or items by sharing latent vector distributions AISTATS 2015
Marginalizing Stacked Linear Denoising Autoencoders JMLR 2015
Intra-Frame Deblurring by Leveraging Inter-Frame Camera Motion CVPR 2015
Simultaneous Deep Transfer Across Domains and Tasks ICCV 2015
Bi-Shifting Auto-Encoder for Unsupervised Domain Adaptation ICCV 2015
Multi-Scale Learning for Low-Resolution Person Re-Identification ICCV 2015
Improving Image Classification With Location Context ICCV 2015
Self-Calibration of Optical Lenses ICCV 2015
Learning Visual Clothing Style With Heterogeneous Dyadic Co-Occurrences ICCV 2015
Unsupervised Domain Adaptation With Imbalanced Cross-Domain Data ICCV 2015
Unsupervised Domain Adaptation by Backpropagation ICML 2015
Learning Transferable Features with Deep Adaptation Networks ICML 2015
An embarrassingly simple approach to zero-shot learning ICML 2015
Wide-Area Image Geolocalization With Aerial Reference Imagery ICCV 2015
Simultaneous Twin Kernel Learning using Polynomial Transformations for Structured Prediction CVPR 2014
RAAM: The Benefits of Robustness in Approximating Aggregated MDPs in Reinforcement Learning NIPS 2014
Class Proportion Estimation with Application to Multiclass Anomaly Rejection AISTATS 2014
Efficient Dimensionality Reduction for High-Dimensional Network Estimation ICML 2014
Robust Learning under Uncertain Test Distributions: Relating Covariate Shift to Model Misspecification ICML 2014
Flexible Transfer Learning under Support and Model Shift NIPS 2014
Transportability from Multiple Environments with Limited Experiments: Completeness Results NIPS 2014
Robust Classification Under Sample Selection Bias NIPS 2014
Image Fusion with Local Spectral Consistency and Dynamic Gradient Sparsity CVPR 2014
Generalized Unsupervised Manifold Alignment NIPS 2014