conftrace_

low-bit quantization

39 papers

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Co-occurring keywords

model compression (3302) large language model (13587) model quantization (281) quantization-aware training (50) post-training quantization (131) weight quantization (137) knowledge distillation (3725) neural network quantization (122) inference acceleration (244) edge computing (210)

Papers

Q-DM: An Efficient Low-bit Quantized Diffusion Model NIPS 2023
Q-DETR: An Efficient Low-Bit Quantized Detection Transformer CVPR 2023
Oscillation-free Quantization for Low-bit Vision Transformers ICML 2023
FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPU ICML 2023
Overcoming Oscillations in Quantization-Aware Training ICML 2022
Low-bit Shift Network for End-to-End Spoken Language Understanding INTERSPEECH 2022
AQD: Towards Accurate Quantized Object Detection CVPR 2021
Once Quantization-Aware Training: High Performance Extremely Low-Bit Architecture Search ICCV 2021
Rotation Consistent Margin Loss for Efficient Low-Bit Face Recognition CVPR 2020
Extremely Low Bit Transformer Quantization for On-Device Neural Machine Translation EMNLP 2020
SeerNet: Predicting Convolutional Neural Network Feature-Map Sparsity Through Low-Bit Quantization CVPR 2019
Quantization Networks CVPR 2019
Low-Bit Quantization for Attributed Network Representation Learning IJCAI 2019
Explicit Loss-Error-Aware Quantization for Low-Bit Deep Neural Networks CVPR 2018