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Knowledge Distillation

1,329 papers

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Papers

Efficient Video Classification Using Fewer Frames CVPR 2019
Large Scale Incremental Learning CVPR 2019
Knowledge Adaptation for Efficient Semantic Segmentation CVPR 2019
Improving the Performance of Unimodal Dynamic Hand-Gesture Recognition With Multimodal Training CVPR 2019
Distilled Person Re-Identification: Towards a More Scalable System CVPR 2019
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
Progressive Teacher-Student Learning for Early Action Prediction CVPR 2019
Relational Knowledge Distillation CVPR 2019
Distilling Object Detectors With Fine-Grained Feature Imitation CVPR 2019
Looking for the Devil in the Details: Learning Trilinear Attention Sampling Network for Fine-Grained Image Recognition CVPR 2019
Learning Without Memorizing CVPR 2019
Knowledge Distillation via Instance Relationship Graph CVPR 2019
Structured Pruning of Neural Networks With Budget-Aware Regularization CVPR 2019
MBS: Macroblock Scaling for CNN Model Reduction CVPR 2019
Variational Information Distillation for Knowledge Transfer CVPR 2019
Refine and Distill: Exploiting Cycle-Inconsistency and Knowledge Distillation for Unsupervised Monocular Depth Estimation CVPR 2019
Iterative Dual Domain Adaptation for Neural Machine Translation EMNLP 2019
Multi-agent Learning for Neural Machine Translation EMNLP 2019
Natural Language Generation for Effective Knowledge Distillation EMNLP 2019
AWSD: Adaptive Weighted Spatiotemporal Distillation for Video Representation ICCV 2019