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Knowledge Distillation

2907 directly classified papers

Papers per year

Papers

Weakly Supervised Cross-lingual Semantic Relation Classification via Knowledge Distillation IJCNLP 2019
Patient Knowledge Distillation for BERT Model Compression IJCNLP 2019
Neural Network Distillation on IoT Platforms for Sound Event Detection INTERSPEECH 2019
Enhancing Neural Data-To-Text Generation Models with External Background Knowledge IJCNLP 2019
Probability Distillation: A Caveat and Alternatives UAI 2019
A Comprehensive Overhaul of Feature Distillation ICCV 2019
M2H-GAN: A GAN-Based Mapping from Machine to Human Transcripts for Speech Understanding INTERSPEECH 2019
Rectified Binary Convolutional Networks for Enhancing the Performance of 1-bit DCNNs IJCAI 2019
RDPD: Rich Data Helps Poor Data via Imitation IJCAI 2019
Iterative Dual Domain Adaptation for Neural Machine Translation IJCNLP 2019
Progressive Teacher-Student Learning for Early Action Prediction CVPR 2019
Progressive Blockwise Knowledge Distillation for Neural Network Acceleration IJCAI 2018
Knowledge Distillation for Sequence Model INTERSPEECH 2018
Improving DNNs Trained with Non-Native Transcriptions Using Knowledge Distillation and Target Interpolation INTERSPEECH 2018
Deep Mutual Learning CVPR 2018
A Study of the Importance of External Knowledge in the Named Entity Recognition Task ACL 2018
Distilling Knowledge for Search-based Structured Prediction ACL 2018
XL-NBT: A Cross-lingual Neural Belief Tracking Framework EMNLP 2018
Fast Parametric Learning with Activation Memorization ICML 2018
Analyzing Knowledge Distillation in Neural Machine Translation EMNLP 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
Improved Training for Online End-to-end Speech Recognition Systems INTERSPEECH 2018
Born Again Neural Networks ICML 2018
Compression of End-to-End Models INTERSPEECH 2018