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Model Compression

1674 directly classified papers

Papers per year

Papers

VoiceFilter-Lite: Streaming Targeted Voice Separation for On-Device Speech Recognition INTERSPEECH 2020
Forward and Backward Information Retention for Accurate Binary Neural Networks CVPR 2020
NeuralScale: Efficient Scaling of Neurons for Resource-Constrained Deep Neural Networks CVPR 2020
Discrete Model Compression With Resource Constraint for Deep Neural Networks CVPR 2020
GhostNet: More Features From Cheap Operations CVPR 2020
BiDet: An Efficient Binarized Object Detector CVPR 2020
MemNAS: Memory-Efficient Neural Architecture Search With Grow-Trim Learning CVPR 2020
Frequency Domain Compact 3D Convolutional Neural Networks CVPR 2020
Structured Compression by Weight Encryption for Unstructured Pruning and Quantization CVPR 2020
HRank: Filter Pruning Using High-Rank Feature Map CVPR 2020
Multi-Dimensional Pruning: A Unified Framework for Model Compression CVPR 2020
APQ: Joint Search for Network Architecture, Pruning and Quantization Policy CVPR 2020
Heterogeneous Knowledge Distillation Using Information Flow Modeling CVPR 2020
Automatic Neural Network Compression by Sparsity-Quantization Joint Learning: A Constrained Optimization-Based Approach CVPR 2020
Towards Unified INT8 Training for Convolutional Neural Network CVPR 2020
Learning Filter Pruning Criteria for Deep Convolutional Neural Networks Acceleration CVPR 2020
A2dele: Adaptive and Attentive Depth Distiller for Efficient RGB-D Salient Object Detection CVPR 2020
Dreaming to Distill: Data-Free Knowledge Transfer via DeepInversion CVPR 2020
Inter-Region Affinity Distillation for Road Marking Segmentation CVPR 2020
Defending and Harnessing the Bit-Flip Based Adversarial Weight Attack CVPR 2020
Few Sample Knowledge Distillation for Efficient Network Compression CVPR 2020
HLHLp: Quantized Neural Networks Training for Reaching Flat Minima in Loss Surface AAAI 2020
Radial and Directional Posteriors for Bayesian Deep Learning AAAI 2020
Improved Knowledge Distillation via Teacher Assistant AAAI 2020
Neural Inheritance Relation Guided One-Shot Layer Assignment Search AAAI 2020