conftrace_
← Application Areas
Machine Learning › Application Areas ›

Knowledge Distillation

3,086 papers

Papers per year

1
1
1
200
658
'00
'10
'15
'20
'25

Papers

Improving DNNs Trained with Non-Native Transcriptions Using Knowledge Distillation and Target Interpolation INTERSPEECH 2018
Improved Training for Online End-to-end Speech Recognition Systems INTERSPEECH 2018
Knowledge Distillation for Sequence Model INTERSPEECH 2018
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model NIPS 2017
Distral: Robust multitask reinforcement learning NIPS 2017
Learning Efficient Object Detection Models with Knowledge Distillation NIPS 2017
Learning multiple visual domains with residual adapters NIPS 2017
Cross-lingual Distillation for Text Classification ACL 2017
Leveraging Knowledge Bases in LSTMs for Improving Machine Reading ACL 2017
A Teacher-Student Framework for Zero-Resource Neural Machine Translation ACL 2017
Exploiting Domain Knowledge via Grouped Weight Sharing with Application to Text Categorization ACL 2017
A Gift From Knowledge Distillation: Fast Optimization, Network Minimization and Transfer Learning CVPR 2017
Mimicking Very Efficient Network for Object Detection CVPR 2017
DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning EMNLP 2017
Knowledge Distillation for Bilingual Dictionary Induction EMNLP 2017
NITE: A Neural Inductive Teaching Framework for Domain Specific NER EMNLP 2017
SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Parallelization ICML 2017
Object Detection Meets Knowledge Graphs IJCAI 2017
Student-Teacher Training with Diverse Decision Tree Ensembles INTERSPEECH 2017
Generalized Distillation Framework for Speaker Normalization INTERSPEECH 2017
Ensembles of Multi-Scale VGG Acoustic Models INTERSPEECH 2017
Transfer Learning and Distillation Techniques to Improve the Acoustic Modeling of Low Resource Languages INTERSPEECH 2017
Large-Scale Domain Adaptation via Teacher-Student Learning INTERSPEECH 2017
Distilling Knowledge from an Ensemble of Models for Punctuation Prediction INTERSPEECH 2017
Efficient Knowledge Distillation from an Ensemble of Teachers INTERSPEECH 2017