zkkli

Institute of Automation, Chinese Academy of SciencesBeijing, China

Pinned Repositories

Awesome-Quantization-Papers
List of papers related to neural network quantization in recent AI conferences and journals.
504 18 140
HTQ
[PR 2024] HTQ: Exploring the High-Dimensional Trade-Off of Mixed-Precision Quantization
Language:Python10 3 00
I-ViT
[ICCV 2023] I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference
Language:Python161 3 1317
PSAQ-ViT
[ECCV 2022] Patch Similarity Aware Data-Free Quantization for Vision Transformers
Language:Python121 3 613
RepQ-ViT
[ICCV 2023] RepQ-ViT: Scale Reparameterization for Post-Training Quantization of Vision Transformers
Language:Python119 2 127

zkkli's Repositories

zkkli/I-ViT
[ICCV 2023] I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference
Language:Python161 3 1317
zkkli/PSAQ-ViT
[ECCV 2022] Patch Similarity Aware Data-Free Quantization for Vision Transformers
Language:Python121 3 613
zkkli/RepQ-ViT
[ICCV 2023] RepQ-ViT: Scale Reparameterization for Post-Training Quantization of Vision Transformers
Language:Python119 2 127
zkkli/HTQ
[PR 2024] HTQ: Exploring the High-Dimensional Trade-Off of Mixed-Precision Quantization
Language:Python10 3 00