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weight quantization

163 papers

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Also known as

WQ

Co-occurring keywords · papers mentioning both

model compression (118) large language model (38) model quantization (37) post-training quantization (37) activation quantization (31) neural network quantization (29) neural network optimization (22) quantization-aware training (12) binary neural network (11) knowledge distillation (11)

Papers

Quantization Networks CVPR 2019 Simultaneously Optimizing Weight and Quantizer of Ternary Neural Network Using Truncated Gaussian Approximation CVPR 2019 CLIP-Q: Deep Network Compression Learning by In-Parallel Pruning-Quantization CVPR 2018 HitNet: Hybrid Ternary Recurrent Neural Network NeurIPS 2018 Loss-aware Weight Quantization of Deep Networks ICLR 2018 Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations JMLR 2018 SYQ: Learning Symmetric Quantization for Efficient Deep Neural Networks CVPR 2018 Training wide residual networks for deployment using a single bit for each weight ICLR 2018 Two-Step Quantization for Low-Bit Neural Networks CVPR 2018 Bayesian Compression for Deep Learning NeurIPS 2017 Network Sketching: Exploiting Binary Structure in Deep CNNs CVPR 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