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Knowledge Distillation

2907 directly classified papers

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Papers

Improved Knowledge Distillation via Teacher Assistant AAAI 2020
Long Short-Term Sample Distillation AAAI 2020
Adversarially Robust Distillation AAAI 2020
Distilling Portable Generative Adversarial Networks for Image Translation AAAI 2020
Few Shot Network Compression via Cross Distillation AAAI 2020
DeGAN: Data-Enriching GAN for Retrieving Representative Samples from a Trained Classifier AAAI 2020
An Iterative Multi-Source Mutual Knowledge Transfer Framework for Machine Reading Comprehension IJCAI 2020
Learning Student Networks with Few Data AAAI 2020
Knowledge Integration Networks for Action Recognition AAAI 2020
Explaining Knowledge Distillation by Quantifying the Knowledge CVPR 2020
Online Knowledge Distillation via Collaborative Learning CVPR 2020
Cross-lingual Machine Reading Comprehension with Language Branch Knowledge Distillation COLING 2020
Online Knowledge Distillation with Diverse Peers AAAI 2020
Ultrafast Video Attention Prediction with Coupled Knowledge Distillation AAAI 2020
Teacher-Student Networks with Multiple Decoders for Solving Math Word Problem IJCAI 2020
Exploit and Replace: An Asymmetrical Two-Stream Architecture for Versatile Light Field Saliency Detection AAAI 2020
Distilling Knowledge From Graph Convolutional Networks CVPR 2020
Towards Inheritable Models for Open-Set Domain Adaptation CVPR 2020
P-KDGAN: Progressive Knowledge Distillation with GANs for One-class Novelty Detection IJCAI 2020
Fast RDMA-based Ordered Key-Value Store using Remote Learned Cache OSDI 2020
Self-Distillation for Improving CTC-Transformer-Based ASR Systems INTERSPEECH 2020
Knowledge-Based Regularization in Generative Modeling IJCAI 2020
Towards Non-task-specific Distillation of BERT via Sentence Representation Approximation AACL 2020
Go Wide, Then Narrow: Efficient Training of Deep Thin Networks ICML 2020
Dreaming to Distill: Data-Free Knowledge Transfer via DeepInversion CVPR 2020