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Knowledge Distillation

3,086 papers

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Papers

Structured Knowledge Distillation for Semantic Segmentation CVPR 2019
Student Becoming the Master: Knowledge Amalgamation for Joint Scene Parsing, Depth Estimation, and More CVPR 2019
Snapshot Distillation: Teacher-Student Optimization in One Generation CVPR 2019
Geometry-Aware Distillation for Indoor Semantic Segmentation CVPR 2019
Learning Metrics From Teachers: Compact Networks for Image Embedding CVPR 2019
Unifying Heterogeneous Classifiers With Distillation CVPR 2019
Fast Human Pose Estimation CVPR 2019
Progressive Teacher-Student Learning for Early Action Prediction CVPR 2019
Relational Knowledge Distillation CVPR 2019
Unsupervised Image Captioning CVPR 2019
Distilling Object Detectors With Fine-Grained Feature Imitation CVPR 2019
Learning Without Memorizing CVPR 2019
Knowledge Distillation via Instance Relationship Graph CVPR 2019
Cross Domain Model Compression by Structurally Weight Sharing CVPR 2019
Structured Pruning of Neural Networks With Budget-Aware Regularization CVPR 2019
Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells CVPR 2019
Variational Information Distillation for Knowledge Transfer CVPR 2019
Joint Face Detection and Facial Motion Retargeting for Multiple Faces CVPR 2019
Refine and Distill: Exploiting Cycle-Inconsistency and Knowledge Distillation for Unsupervised Monocular Depth Estimation CVPR 2019
Improving Relation Extraction with Knowledge-attention EMNLP 2019
Iterative Dual Domain Adaptation for Neural Machine Translation EMNLP 2019
Patient Knowledge Distillation for BERT Model Compression EMNLP 2019
Event Representation Learning Enhanced with External Commonsense Knowledge EMNLP 2019
Weakly Supervised Cross-lingual Semantic Relation Classification via Knowledge Distillation EMNLP 2019
Domain-Invariant Feature Distillation for Cross-Domain Sentiment Classification EMNLP 2019