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Knowledge Distillation

2907 directly classified papers

Papers per year

Papers

DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning EMNLP 2017
A Gift From Knowledge Distillation: Fast Optimization, Network Minimization and Transfer Learning CVPR 2017
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model NIPS 2017
Learning Efficient Object Detection Models with Knowledge Distillation NIPS 2017
Distral: Robust multitask reinforcement learning NIPS 2017
Ensembles of Multi-Scale VGG Acoustic Models INTERSPEECH 2017
Object Detection Meets Knowledge Graphs IJCAI 2017
SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Parallelization ICML 2017
A Teacher-Student Framework for Zero-Resource Neural Machine Translation ACL 2017
Large-Scale Domain Adaptation via Teacher-Student Learning INTERSPEECH 2017
NITE: A Neural Inductive Teaching Framework for Domain Specific NER EMNLP 2017
Cross-lingual Distillation for Text Classification ACL 2017
Student-Teacher Training with Diverse Decision Tree Ensembles INTERSPEECH 2017
Generalized Distillation Framework for Speaker Normalization INTERSPEECH 2017
Leveraging Knowledge Bases in LSTMs for Improving Machine Reading ACL 2017
Exploiting Domain Knowledge via Grouped Weight Sharing with Application to Text Categorization ACL 2017
Distilling Knowledge from an Ensemble of Models for Punctuation Prediction INTERSPEECH 2017
Transfer Learning and Distillation Techniques to Improve the Acoustic Modeling of Low Resource Languages INTERSPEECH 2017
Efficient Knowledge Distillation from an Ensemble of Teachers INTERSPEECH 2017
Knowledge Distillation for Bilingual Dictionary Induction EMNLP 2017
Learning multiple visual domains with residual adapters NIPS 2017
Network Morphism ICML 2016
Robust Speech Recognition Using Generalized Distillation Framework INTERSPEECH 2016
DrMAD: Distilling Reverse-Mode Automatic Differentiation for Optimizing Hyperparameters of Deep Neural Networks IJCAI 2016
Distilling Knowledge from Ensembles of Neural Networks for Speech Recognition INTERSPEECH 2016