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LEE, JIHO

Embedded AI LAB, INU

Dept. of Embedded Systems Engineering, Incheon National University, Republic of Korea

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LEE, JIHO's Projects

brecq icon brecq

Pytorch implementation of BRECQ, ICLR 2021

calibtip icon calibtip

Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming

deeplearningexamples icon deeplearningexamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

fq-vit icon fq-vit

[IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer

i-vit icon i-vit

[ICCV 2023] I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference

ias-vit icon ias-vit

vision transformer; post-training quantization; model compression; ViT

learn_pytorch icon learn_pytorch

Sorry, This repository has become a tmp. See <MyResNet> Repo. [Jan 19 2024]

pd-quant icon pd-quant

[CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric

plv1realtime icon plv1realtime

<Real Time Vision Based LiDAR> // Ideas and skeleton codes are from <Pseudo LiDAR>, and Disparity DL code is <CoEx>.

ptq4vit icon ptq4vit

Post-Training Quantization for Vision transformers.

repq-vit icon repq-vit

[ICCV 2023] RepQ-ViT: Scale Reparameterization for Post-Training Quantization of Vision Transformers

yolov7 icon yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

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