conftrace_
← Application Areas
Machine Learning › Application Areas ›

Model Compression

1,718 papers

Papers per year

2
4
128
453
'10
'15
'20
'25

Papers

Up or Down? Adaptive Rounding for Post-Training Quantization ICML 2020
Bayesian Sparsification of Deep C-valued Networks ICML 2020
T-Basis: a Compact Representation for Neural Networks ICML 2020
FetchSGD: Communication-Efficient Federated Learning with Sketching ICML 2020
Multiclass Neural Network Minimization via Tropical Newton Polytope Approximation ICML 2020
DropNet: Reducing Neural Network Complexity via Iterative Pruning ICML 2020
DeltaGrad: Rapid retraining of machine learning models ICML 2020
Good Subnetworks Provably Exist: Pruning via Greedy Forward Selection ICML 2020
Mix-n-Match : Ensemble and Compositional Methods for Uncertainty Calibration in Deep Learning ICML 2020
Go Wide, Then Narrow: Efficient Training of Deep Thin Networks ICML 2020
Channel Pruning via Automatic Structure Search IJCAI 2020
Beyond Network Pruning: a Joint Search-and-Training Approach IJCAI 2020
Spectral Pruning: Compressing Deep Neural Networks via Spectral Analysis and its Generalization Error IJCAI 2020
CDC: Classification Driven Compression for Bandwidth Efficient Edge-Cloud Collaborative Deep Learning IJCAI 2020
Learning Sparse Neural Networks for Better Generalization IJCAI 2020
Efficient WaveGlow: An Improved WaveGlow Vocoder with Enhanced Speed INTERSPEECH 2020
Predicting Detection Filters for Small Footprint Open-Vocabulary Keyword Spotting INTERSPEECH 2020
VoiceFilter-Lite: Streaming Targeted Voice Separation for On-Device Speech Recognition INTERSPEECH 2020
MatchboxNet: 1D Time-Channel Separable Convolutional Neural Network Architecture for Speech Commands Recognition INTERSPEECH 2020
Estimating Reachable Sets with Scenario Optimization L4DC 2020
Residual Sum-Product Networks PGM 2020
Local Binary Pattern Networks WACV 2020
Leveraging Filter Correlations for Deep Model Compression WACV 2020
Accuracy Booster: Performance Boosting using Feature Map Re-calibration WACV 2020
ViP: Virtual Pooling for Accelerating CNN-based Image Classification and Object Detection WACV 2020