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Knowledge Distillation

3,086 papers

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Papers

GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking NIPS 2018
Multi-Task Zipping via Layer-wise Neuron Sharing NIPS 2018
Distilling Knowledge for Search-based Structured Prediction ACL 2018
A Study of the Importance of External Knowledge in the Named Entity Recognition Task ACL 2018
The INCEpTION Platform: Machine-Assisted and Knowledge-Oriented Interactive Annotation COLING 2018
PAD-Net: Multi-Tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing CVPR 2018
Deep Mutual Learning CVPR 2018
Coupled End-to-End Transfer Learning With Generalized Fisher Information CVPR 2018
Boosting Self-Supervised Learning via Knowledge Transfer CVPR 2018
XL-NBT: A Cross-lingual Neural Belief Tracking Framework EMNLP 2018
Attention-Guided Answer Distillation for Machine Reading Comprehension EMNLP 2018
Towards Exploiting Background Knowledge for Building Conversation Systems EMNLP 2018
A Teacher-Student Framework for Maintainable Dialog Manager EMNLP 2018
Analyzing Knowledge Distillation in Neural Machine Translation EMNLP 2018
Born Again Neural Networks ICML 2018
Fast Parametric Learning with Activation Memorization ICML 2018
Knowledge Transfer with Jacobian Matching ICML 2018
Better and Faster: Knowledge Transfer from Multiple Self-supervised Learning Tasks via Graph Distillation for Video Classification IJCAI 2018
A Multi-task Learning Approach for Image Captioning IJCAI 2018
Teaching Semi-Supervised Classifier via Generalized Distillation IJCAI 2018
Progressive Blockwise Knowledge Distillation for Neural Network Acceleration IJCAI 2018
Compression of End-to-End Models INTERSPEECH 2018
Lexical and Acoustic Deep Learning Model for Personality Recognition INTERSPEECH 2018
Feature Representation of Short Utterances Based on Knowledge Distillation for Spoken Language Identification INTERSPEECH 2018
Empirical Analysis of Score Fusion Application to Combined Neural Networks for Open Vocabulary Spoken Term Detection INTERSPEECH 2018