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Knowledge Distillation

2907 directly classified papers

Papers per year

Papers

The University of Helsinki Submission to the IWSLT2020 Offline SpeechTranslation Task ACL 2020
Fast, Accurate, and Simple Models for Tabular Data via Augmented Distillation NIPS 2020
Heterogeneous Knowledge Distillation Using Information Flow Modeling CVPR 2020
Multi-label Contrastive Predictive Coding NIPS 2020
CompRess: Self-Supervised Learning by Compressing Representations NIPS 2020
Group Knowledge Transfer: Federated Learning of Large CNNs at the Edge NIPS 2020
Ensemble Distillation for Robust Model Fusion in Federated Learning NIPS 2020
Improving On-Device Speaker Verification Using Federated Learning with Privacy INTERSPEECH 2020
Black-Box Ripper: Copying black-box models using generative evolutionary algorithms NIPS 2020
Knowledge Transfer in Multi-Task Deep Reinforcement Learning for Continuous Control NIPS 2020
ExpandNets: Linear Over-parameterization to Train Compact Convolutional Networks NIPS 2020
Self-Distillation as Instance-Specific Label Smoothing NIPS 2020
Ensemble Distillation for Structured Prediction: Calibrated, Accurate, Fast—Choose Three EMNLP 2020
Bridging the Gap between Prior and Posterior Knowledge Selection for Knowledge-Grounded Dialogue Generation EMNLP 2020
Domain-Invariant Feature Distillation for Cross-Domain Sentiment Classification EMNLP 2019
Evolutionary Manytasking Optimization Based on Symbiosis in Biocoenosis AAAI 2019
Structured Pruning of Neural Networks With Budget-Aware Regularization CVPR 2019
Learning Without Memorizing CVPR 2019
Positive-Unlabeled Compression on the Cloud NIPS 2019
Zero-shot Knowledge Transfer via Adversarial Belief Matching NIPS 2019
Refine and Distill: Exploiting Cycle-Inconsistency and Knowledge Distillation for Unsupervised Monocular Depth Estimation CVPR 2019
Joint Face Detection and Facial Motion Retargeting for Multiple Faces CVPR 2019
Unsupervised Image Captioning CVPR 2019
End-to-End Speech Translation with Knowledge Distillation INTERSPEECH 2019
Fast Human Pose Estimation CVPR 2019