← Keywords

model quantization

279 papers

Explore in graph

Also known as

PTQ INT8 QDNN

Co-occurring keywords

model compression (3283) large language model (12755) knowledge distillation (3680) weight quantization (133) post-training quantization (124) neural network optimization (1293) efficient computing (779) neural network (6616) activation quantization (47) efficient inference (225)

Papers

A Novel Differentiable Mixed-Precision Quantization Search Framework for Alleviating the Matthew Effect and Improving Robustness ACML 2022
AsyncFL: Asynchronous Federated Learning Using Majority Voting with Quantized Model Updates (Student Abstract) AAAI 2022
Efficient Two-Stage Progressive Quantization of BERT EMNLP 2022
FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer IJCAI 2022
DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization ACL 2022
BMInf: An Efficient Toolkit for Big Model Inference and Tuning ACL 2022
Deeply Tensor Compressed Transformers for End-to-End Object Detection AAAI 2022
Quadapter: Adapter for GPT-2 Quantization EMNLP 2022
QSFL: A Two-Level Uplink Communication Optimization Framework for Federated Learning ICML 2022
It's All in the Teacher: Zero-Shot Quantization Brought Closer to the Teacher CVPR 2022
Q-ViT: Accurate and Fully Quantized Low-bit Vision Transformer NIPS 2022
Compression of Generative Pre-trained Language Models via Quantization ACL 2022
Zero-Shot Adversarial Quantization CVPR 2021
FracBits: Mixed Precision Quantization via Fractional Bit-Widths AAAI 2021
Improving Low-Precision Network Quantization via Bin Regularization ICCV 2021
Improving Neural Network Efficiency via Post-Training Quantization With Adaptive Floating-Point ICCV 2021
BinaryBERT: Pushing the Limit of BERT Quantization IJCNLP 2021
Robust Continuous On-Device Personalization for Automatic Speech Recognition INTERSPEECH 2021
Differentiable Dynamic Quantization with Mixed Precision and Adaptive Resolution ICML 2021
Understanding and Overcoming the Challenges of Efficient Transformer Quantization EMNLP 2021
Beyond Preserved Accuracy: Evaluating Loyalty and Robustness of BERT Compression EMNLP 2021
HW-TSC’s Participation in the WMT 2021 Efficiency Shared Task EMNLP 2021
Efficient Machine Translation with Model Pruning and Quantization EMNLP 2021
Mining Intelligent Patterns using SVAC for Precision Agriculture and Optimizing Irrigation (Student Abstract) AAAI 2021
4-Bit Quantization of LSTM-Based Speech Recognition Models INTERSPEECH 2021