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Knowledge Distillation

3,086 papers

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Papers

Spatio-Temporal Graph for Video Captioning With Knowledge Distillation CVPR 2020
Towards Inheritable Models for Open-Set Domain Adaptation CVPR 2020
Explaining Knowledge Distillation by Quantifying the Knowledge CVPR 2020
Regularizing Class-Wise Predictions via Self-Knowledge Distillation CVPR 2020
Self-Training With Noisy Student Improves ImageNet Classification CVPR 2020
Distilling Cross-Task Knowledge via Relationship Matching CVPR 2020
Object Relational Graph With Teacher-Recommended Learning for Video Captioning CVPR 2020
Few Sample Knowledge Distillation for Efficient Network Compression CVPR 2020
Temporal-Context Enhanced Detection of Heavily Occluded Pedestrians CVPR 2020
Online Knowledge Distillation via Collaborative Learning CVPR 2020
Contrastive Distillation on Intermediate Representations for Language Model Compression EMNLP 2020
TernaryBERT: Distillation-aware Ultra-low Bit BERT EMNLP 2020
Incremental Event Detection via Knowledge Consolidation Networks EMNLP 2020
Why Skip If You Can Combine: A Simple Knowledge Distillation Technique for Intermediate Layers EMNLP 2020
Improving Neural Topic Models using Knowledge Distillation EMNLP 2020
FedED: Federated Learning via Ensemble Distillation for Medical Relation Extraction EMNLP 2020
Can Automatic Post-Editing Improve NMT? EMNLP 2020
Lifelong Language Knowledge Distillation EMNLP 2020
BERT-EMD: Many-to-Many Layer Mapping for BERT Compression with Earth Mover’s Distance EMNLP 2020
Bridging the Gap between Prior and Posterior Knowledge Selection for Knowledge-Grounded Dialogue Generation EMNLP 2020
Amalgamating Knowledge from Two Teachers for Task-oriented Dialogue System with Adversarial Training EMNLP 2020
Distilling Multiple Domains for Neural Machine Translation EMNLP 2020
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation EMNLP 2020
Ensemble Distillation for Structured Prediction: Calibrated, Accurate, Fast—Choose Three EMNLP 2020
Autoregressive Knowledge Distillation through Imitation Learning EMNLP 2020