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Knowledge Distillation

2907 directly classified papers

Papers per year

Papers

Knowledge Distillation for Throat Microphone Speech Recognition INTERSPEECH 2019
Knowledge Distillation for End-to-End Monaural Multi-Talker ASR System INTERSPEECH 2019
Compression of CTC-Trained Acoustic Models by Dynamic Frame-Wise Distillation or Segment-Wise N-Best Hypotheses Imitation INTERSPEECH 2019
Retrieval-guided Dialogue Response Generation via a Matching-to-Generation Framework IJCNLP 2019
BLCU-NLP at COIN-Shared Task1: Stagewise Fine-tuning BERT for Commonsense Inference in Everyday Narrations EMNLP 2019
Cousin Network Guided Sketch Recognition via Latent Attribute Warehouse AAAI 2019
Online Model Distillation for Efficient Video Inference ICCV 2019
AWSD: Adaptive Weighted Spatiotemporal Distillation for Video Representation ICCV 2019
Correlation Congruence for Knowledge Distillation ICCV 2019
Scaling Object Detection by Transferring Classification Weights ICCV 2019
Improving Relation Extraction with Knowledge-attention EMNLP 2019
Variational Information Distillation for Knowledge Transfer CVPR 2019
Face Photo-Sketch Synthesis via Knowledge Transfer IJCAI 2019
Knowledge Amalgamation from Heterogeneous Networks by Common Feature Learning IJCAI 2019
Knowledge Distillation via Instance Relationship Graph CVPR 2019
Pedestrian Attribute Recognition by Joint Visual-semantic Reasoning and Knowledge Distillation IJCAI 2019
Network Recasting: A Universal Method for Network Architecture Transformation AAAI 2019
Data-Distortion Guided Self-Distillation for Deep Neural Networks AAAI 2019
Binarized Collaborative Filtering with Distilling Graph Convolutional Network IJCAI 2019
The Pupil Has Become the Master: Teacher-Student Model-Based Word Embedding Distillation with Ensemble Learning IJCAI 2019
Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks AAAI 2019
MEAL: Multi-Model Ensemble via Adversarial Learning AAAI 2019
Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons AAAI 2019
DDFlow: Learning Optical Flow with Unlabeled Data Distillation AAAI 2019
Network Pruning via Transformable Architecture Search NIPS 2019