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Model Compression

1,785 papers

Papers per year

7
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419
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Papers

Reducing Underflow in Mixed Precision Training by Gradient Scaling IJCAI 2020
CDC: Classification Driven Compression for Bandwidth Efficient Edge-Cloud Collaborative Deep Learning IJCAI 2020
Optimal Policy for Deployment of Machine Learning Models on Energy-Bounded Systems IJCAI 2020
Towards Fully 8-bit Integer Inference for the Transformer Model IJCAI 2020
Learning Sparse Neural Networks for Better Generalization IJCAI 2020
Efficient and Modularized Training on FPGA for Real-time Applications IJCAI 2020
VoiceFilter-Lite: Streaming Targeted Voice Separation for On-Device Speech Recognition INTERSPEECH 2020
Compact Speaker Embedding: lrx-Vector INTERSPEECH 2020
Iterative Compression of End-to-End ASR Model Using AutoML INTERSPEECH 2020
Quantization Aware Training with Absolute-Cosine Regularization for Automatic Speech Recognition INTERSPEECH 2020
Rescore in a Flash: Compact, Cache Efficient Hashing Data Structures for n-Gram Language Models INTERSPEECH 2020
Resource-Adaptive Deep Learning for Visual Speech Recognition INTERSPEECH 2020
Bunched LPCNet: Vocoder for Low-Cost Neural Text-To-Speech Systems INTERSPEECH 2020
TinyLSTMs: Efficient Neural Speech Enhancement for Hearing Aids INTERSPEECH 2020
Local Binary Pattern Networks WACV 2020
Leveraging Filter Correlations for Deep Model Compression WACV 2020
Regularize, Expand and Compress: NonExpansive Continual Learning WACV 2020
Accuracy Booster: Performance Boosting using Feature Map Re-calibration WACV 2020
Wide Hidden Expansion Layer for Deep Convolutional Neural Networks WACV 2020
TKD: Temporal Knowledge Distillation for Active Perception WACV 2020
ViP: Virtual Pooling for Accelerating CNN-based Image Classification and Object Detection WACV 2020
MoBiNet: A Mobile Binary Network for Image Classification WACV 2020
SpArSe: Sparse Architecture Search for CNNs on Resource-Constrained Microcontrollers NIPS 2019
Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask NIPS 2019
Focused Quantization for Sparse CNNs NIPS 2019