conftrace_

weight quantization

137 papers

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Also known as

WQ

Co-occurring keywords

model compression (3302) model quantization (281) large language model (13587) post-training quantization (131) neural network quantization (122) activation quantization (49) neural network optimization (1293) knowledge distillation (3725) binary neural network (75) inference optimization (219)

Papers

Quantization Networks CVPR 2019
Normalization Helps Training of Quantized LSTM NIPS 2019
Simultaneously Optimizing Weight and Quantizer of Ternary Neural Network Using Truncated Gaussian Approximation CVPR 2019
SYQ: Learning Symmetric Quantization for Efficient Deep Neural Networks CVPR 2018
Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations JMLR 2018
CLIP-Q: Deep Network Compression Learning by In-Parallel Pruning-Quantization CVPR 2018
HitNet: Hybrid Ternary Recurrent Neural Network NIPS 2018
Two-Step Quantization for Low-Bit Neural Networks CVPR 2018
Network Sketching: Exploiting Binary Structure in Deep CNNs CVPR 2017
Bayesian Compression for Deep Learning NIPS 2017
Weighted-Entropy-Based Quantization for Deep Neural Networks CVPR 2017
Fast, Compact, and High Quality LSTM-RNN Based Statistical Parametric Speech Synthesizers for Mobile Devices INTERSPEECH 2016