Juncheol Shin

According to our database, Juncheol Shin authored at least 7 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Merge-Friendly Post-Training Quantization for Multi-Target Domain Adaptation.

Juncheol Shin, Minsang Seok, Seonggon Kim, Eunhyeok Park

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Grouped Speculative Decoding for Autoregressive Image Generation.

Junhyuk So, Juncheol Shin, Hyunho Kook, Eunhyeok Park

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

HOT: Hadamard-based Optimized Training.

Seonggon Kim, Juncheol Shin, Seung-taek Woo, Eunhyeok Park

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2023

NIPQ: Noise proxy-based Integrated Pseudo-Quantization.

Juncheol Shin, Junhyuk So, Sein Park, Seungyeop Kang, Sungjoo Yoo, Eunhyeok Park

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

A Case Study of Quantizing Convolutional Neural Networks for Fast Disease Diagnosis on Portable Medical Devices.

Mukhammed Garifulla, Juncheol Shin, Chanho Kim, Won Hwa Kim, Hye Jung Kim, Jaeil Kim, Seokin Hong

Sensors, 2022

NIPQ: Noise Injection Pseudo Quantization for Automated DNN Optimization.

Sein Park, Junhyuk So, Juncheol Shin, Eunhyeok Park

CoRR, 2022

2021

Locally Most Powerful Bayesian Test for Out-of-Distribution Detection using Deep Generative Models.

Keunseo Kim, Juncheol Shin, Heeyoung Kim

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021