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Knowledge Distillation

1,329 papers

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Papers

Combining Curriculum Learning and Knowledge Distillation for Dialogue Generation EMNLP 2021
Multilingual Neural Machine Translation: Can Linguistic Hierarchies Help? EMNLP 2021
EfficientBERT: Progressively Searching Multilayer Perceptron via Warm-up Knowledge Distillation EMNLP 2021
Towards Developing a Multilingual and Code-Mixed Visual Question Answering System by Knowledge Distillation EMNLP 2021
Semantic Alignment with Calibrated Similarity for Multilingual Sentence Embedding EMNLP 2021
NewsBERT: Distilling Pre-trained Language Model for Intelligent News Application EMNLP 2021
Distilling Knowledge for Empathy Detection EMNLP 2021
Limitations of Knowledge Distillation for Zero-shot Transfer Learning EMNLP 2021
Distiller: A Systematic Study of Model Distillation Methods in Natural Language Processing EMNLP 2021
Shrinking Bigfoot: Reducing wav2vec 2.0 footprint EMNLP 2021
Ensembling of Distilled Models from Multi-task Teachers for Constrained Resource Language Pairs EMNLP 2021
Adam Mickiewicz University’s English-Hausa Submissions to the WMT 2021 News Translation Task EMNLP 2021
NVIDIA NeMo’s Neural Machine Translation Systems for English-German and English-Russian News and Biomedical Tasks at WMT21 EMNLP 2021
Small Model and In-Domain Data Are All You Need EMNLP 2021
The Mininglamp Machine Translation System for WMT21 EMNLP 2021
HW-TSC’s Participation in the WMT 2021 Efficiency Shared Task EMNLP 2021
Knowledge Distillation with Noisy Labels for Natural Language Understanding EMNLP 2021
Lipschitz Continuity Guided Knowledge Distillation ICCV 2021
PR-Net: Preference Reasoning for Personalized Video Highlight Detection ICCV 2021
Self-Mutual Distillation Learning for Continuous Sign Language Recognition ICCV 2021
Deep Structured Instance Graph for Distilling Object Detectors ICCV 2021
Real-Time Video Inference on Edge Devices via Adaptive Model Streaming ICCV 2021
Online Multi-Granularity Distillation for GAN Compression ICCV 2021
Zoo-Tuning: Adaptive Transfer from A Zoo of Models ICML 2021
Self-boosting for Feature Distillation IJCAI 2021