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Transfer Learning

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Papers

Cross-Corpus Speech Emotion Recognition Using Semi-Supervised Transfer Non-Negative Matrix Factorization with Adaptation Regularization INTERSPEECH 2019
MASS: Masked Sequence to Sequence Pre-training for Language Generation ICML 2019
BERT and PALs: Projected Attention Layers for Efficient Adaptation in Multi-Task Learning ICML 2019
Active Learning for Probabilistic Structured Prediction of Cuts and Matchings ICML 2019
Low Latency Privacy Preserving Inference ICML 2019
Emotion Recognition from Natural Phone Conversations in Individuals with and without Recent Suicidal Ideation INTERSPEECH 2019
Pre-training on high-resource speech recognition improves low-resource speech-to-text translation NAACL 2019
Semantic-Guided Multi-Attention Localization for Zero-Shot Learning NIPS 2019
Learning to Learn Image Classifiers With Visual Analogy CVPR 2019
Sim-Real Joint Reinforcement Transfer for 3D Indoor Navigation CVPR 2019
Marginalized Latent Semantic Encoder for Zero-Shot Learning CVPR 2019
All About Structure: Adapting Structural Information Across Domains for Boosting Semantic Segmentation CVPR 2019
DeepLight: Learning Illumination for Unconstrained Mobile Mixed Reality CVPR 2019
Translate-to-Recognize Networks for RGB-D Scene Recognition CVPR 2019
Goal-conditioned Imitation Learning NIPS 2019
Deep Reinforcement Learning for Subpixel Neural Tracking MIDL 2019
Deep imitation learning for molecular inverse problems NIPS 2019
HACS: Human Action Clips and Segments Dataset for Recognition and Temporal Localization ICCV 2019
Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation ICCV 2019
Unsupervised Open Domain Recognition by Semantic Discrepancy Minimization CVPR 2019
Object Instance Annotation With Deep Extreme Level Set Evolution CVPR 2019
Graphonomy: Universal Human Parsing via Graph Transfer Learning CVPR 2019
Learning Transferable Graph Exploration NIPS 2019
Learning to Reconstruct 3D Human Pose and Shape via Model-Fitting in the Loop ICCV 2019
OpenKI: Integrating Open Information Extraction and Knowledge Bases with Relation Inference NAACL 2019