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Knowledge Distillation

2907 directly classified papers

Papers per year

Papers

Attention-Guided Answer Distillation for Machine Reading Comprehension EMNLP 2018
A Multi-task Learning Approach for Image Captioning IJCAI 2018
Knowledge Transfer with Jacobian Matching ICML 2018
Lexical and Acoustic Deep Learning Model for Personality Recognition INTERSPEECH 2018
Teaching Semi-Supervised Classifier via Generalized Distillation IJCAI 2018
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis NIPS 2018
Neural Guided Constraint Logic Programming for Program Synthesis NIPS 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
Better and Faster: Knowledge Transfer from Multiple Self-supervised Learning Tasks via Graph Distillation for Video Classification IJCAI 2018
Improving Simple Models with Confidence Profiles NIPS 2018
Collaborative Learning for Deep Neural Networks NIPS 2018
Paraphrasing Complex Network: Network Compression via Factor Transfer NIPS 2018
ChannelNets: Compact and Efficient Convolutional Neural Networks via Channel-Wise Convolutions NIPS 2018
MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models NIPS 2018
Knowledge Distillation by On-the-Fly Native Ensemble NIPS 2018
Learning to Specialize with Knowledge Distillation for Visual Question Answering NIPS 2018
KDGAN: Knowledge Distillation with Generative Adversarial Networks NIPS 2018
Boosting Self-Supervised Learning via Knowledge Transfer CVPR 2018
Moonshine: Distilling with Cheap Convolutions NIPS 2018
GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking NIPS 2018
Towards Exploiting Background Knowledge for Building Conversation Systems EMNLP 2018
Multi-Task Zipping via Layer-wise Neuron Sharing NIPS 2018
Coupled End-to-End Transfer Learning With Generalized Fisher Information CVPR 2018
DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning EMNLP 2017