Learning to Quantize Deep Networks by Optimizing Quantization Intervals With Task Loss

Sangil Jung , Changyong Son , Seohyung Lee , Jinwoo Son
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 4350 -4359

288
2019
Object-Centric Multi-Task Learning for Human Instances

Hyeongseok Son , Sangil Jung , Solae Lee , Seongeun Kim
arXiv preprint arXiv:2303.06800

2023
Neural network based training method, inference method and apparatus

Sangil Jung , Sung Ju Hwang , CHOI Changin , Changyong Son

2021
Joint Training of Low-Precision Neural Network with Quantization Interval Parameters

Sangil Jung , Changyong Son , Seohyung Lee , Jinwoo Son
arXiv

38
2018
RaScaNet: learning tiny models by raster-scanning images

Jaehyoung Yoo , Dongwook Lee , Changyong Son , Sangil Jung
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition 13673 -13682

13
2021
Method and apparatus with neural network parameter quantization

Sangil Jung , Changyong Son , LEE Seohyung , SON Jinwoo

12
2024
Neural network apparatus and method with bitwise operation

SON Jinwoo , Changyong Son , LEE Seohyung , Sangil Jung

2023
Method and apparatus with deep neural network model fusing

KWAK Youngjun , KIM Youngsung , Byung In Yoo , Yong-il Lee

1
2022
Image sensor and operating method of the image sensor

Seungin Park , SON Jinwoo , Changyong Son , Byung In Yoo

1
2024
HIMap: HybrId Representation Learning for End-to-end Vectorized HD Map Construction

Yi Zhou , Hui Zhang , Jiaqian Yu , Yifan Yang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition 15396 -15406

1
2024
METHOD AND APPARATUS WITH IMAGE PROCESSING

Yi Zhou , Seungin Park , Byung In Yoo , Sangil Jung

2024
MapDistill: Boosting Efficient Camera-based HD Map Construction via Camera-LiDAR Fusion Model Distillation

Xiaoshuai Hao , Ruikai Li , Hui Zhang , Dingzhe Li
arXiv preprint arXiv:2407.11682

2024
Method and apparatus with heat map-based pose estimation

Sangil Jung , Jiho Choi , Seungin Park , SON Hyeongseok

2024
Method and electronic device with video processing

Yi Zhou , PARK Seung-In , Byung In Yoo , Sangil Jung

2024
Method and apparatus with neural network convolution operation

SON Jinwoo , Changyong Son , Jaehyoung Yoo , LEE Seohyung

5
2021
Neural network method and apparatus

SON Jinwoo , Changyong Son , Jaehyoung Yoo , LEE Seohyung

3
2021
Data processing method and sensor device for performing the same

Sangil Jung , Changyong Son , SON Jinwoo , Jaehyoung Yoo

1
2022
Method and apparatus with neural network operation processing

SON Jinwoo , Sangil Jung , Changyong Son , Dongwook Lee

2023
Data processing method and sensor device for performing the same

Sangil Jung , Changyong Son , SON Jinwoo , Jaehyoung Yoo

2023