Sungwoo Cho

According to our database, Sungwoo Cho authored at least 20 papers between 2012 and 2026.

Collaborative distances:

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

2026

Raon-Speech Technical Report.

Beomsoo Kim, Changho Choi, Dohyun Kim, Dongki Lee, Ethan Ewer, Eunchong Kim, Gyeongman Kim, Haechan Kim, Hyeonghwan Kim, Inkyu Park, Jihun Yun, Jihwan Moon, Jiyun Kim, Joonghyun Bae, Junhyuck Kim, Minkyu Kim, Sehun Lee, Seungjun Chung, Sungwoo Cho, Dongmin Park, Dongwon Kim, Hara Kang, Jonghyun Lee, Keon Lee, Kangwook Lee, Jaewoong Cho

CoRR, May, 2026

2025

Two Heads Are Better Than One: Audio-Visual Speech Error Correction with Dual Hypotheses.

Sungnyun Kim, Kangwook Jang, Sungwoo Cho, Joon Son Chung, Hoirin Kim, Se-Young Yun

CoRR, October, 2025

Flex-Judge: Think Once, Judge Anywhere.

Jongwoo Ko, Sungnyun Kim, Sungwoo Cho, Se-Young Yun

CoRR, May, 2025

FedDr+: Stabilizing Dot-regression with Global Feature Distillation for Federated Learning.

Seongyoon Kim, Minchan Jeong, Sungnyun Kim, Sungwoo Cho, Sumyeong Ahn, Se-Young Yun

Trans. Mach. Learn. Res., 2025

Flex-Judge: Text-Only Reasoning Unleashes Zero-Shot Multimodal Evaluators.

Jongwoo Ko, Sungnyun Kim, Sungwoo Cho, Se-Young Yun

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

MoHAVE: Mixture of Hierarchical Audio-Visual Experts for Robust Speech Recognition.

Sungnyun Kim, Kangwook Jang, Sangmin Bae, Sungwoo Cho, Se-Young Yun

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

Multi-Task Corrupted Prediction for Learning Robust Audio-Visual Speech Representation.

Sungnyun Kim, Sungwoo Cho, Sangmin Bae, Kangwook Jang, Se-Young Yun

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

MAVFlow: Preserving Paralinguistic Elements with Conditional Flow Matching for Zero-Shot AV2AV Multilingual Translation.

Sungwoo Cho, Jeongsoo Choi, Sungnyun Kim, Se-Young Yun

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

2024

A Reliability Evaluation Methodology for X-in-the-Loop Simulation in Autonomous Vehicle Systems.

Taeyoung Oh, Sungwoo Cho, Jinwoo Yoo

IEEE Access, 2024

2023

Deep Collective Knowledge Distillation.

Jihyeon Seo, Kyusam Oh, Chanho Min, Yongkeun Yun, Sungwoo Cho

CoRR, 2023

Phantom of Benchmark Dataset: Resolving Label Ambiguity Problem on Image Recognition in the Wild.

HyunHee Chung, Kyung Ho Park, Taewon Seo, Sungwoo Cho

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2023

2019

Speculative Symbolic Graph Execution of Imperative Deep Learning Programs.

Eunji Jeong, Sungwoo Cho, Gyeong-In Yu, Joo Seong Jeong, Dongjin Shin, Taebum Kim, Byung-Gon Chun

ACM SIGOPS Oper. Syst. Rev., 2019

Stage-based Hyper-parameter Optimization for Deep Learning.

Ahnjae Shin, Dongjin Shin, Sungwoo Cho, Do Yoon Kim, Eunji Jeong, Gyeong-In Yu, Byung-Gon Chun

CoRR, 2019

JANUS: Fast and Flexible Deep Learning via Symbolic Graph Execution of Imperative Programs.

Eunji Jeong, Sungwoo Cho, Gyeong-In Yu, Joo Seong Jeong, Dongjin Shin, Byung-Gon Chun

Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation, 2019

Parallax: Sparsity-aware Data Parallel Training of Deep Neural Networks.

Soojeong Kim, Gyeong-In Yu, Hojin Park, Sungwoo Cho, Eunji Jeong, Hyeonmin Ha, Sanha Lee, Joo Seong Jeong, Byung-Gon Chun

Proceedings of the Fourteenth EuroSys Conference 2019, Dresden, Germany, March 25-28, 2019, 2019

2018

Parallax: Automatic Data-Parallel Training of Deep Neural Networks.

Soojeong Kim, Gyeong-In Yu, Hojin Park, Sungwoo Cho, Eunji Jeong, Hyeonmin Ha, Sanha Lee, Joo Seong Jeong, Byung-Gon Chun

CoRR, 2018

2017

High-performance data mining with intelligent SSD.

Yong-Yeon Jo, Sang-Wook Kim, Sungwoo Cho, Duck-Ho Bae, Hyunok Oh

Clust. Comput., 2017

2016

Collaborative processing of data-intensive algorithms with CPU, intelligent SSD, and GPU.

Yong-Yeon Jo, Sungwoo Cho, Sang-Wook Kim, Hyunok Oh

Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

2015

On running data-intensive algorithms with intelligent SSD and host CPU: a collaborative approach.

Yong-Yeon Jo, Sungwoo Cho, Sang-Wook Kim, Duck-Ho Bae, Hyunok Oh

Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

2012

State-of-charge estimation for lithium-ion batteries under various operating conditions using an equivalent circuit model.

Sungwoo Cho, Hyeonseok Jeong, Chonghun Han, Shanshan Jin, Jae Hwan Lim, Jeonkeun Oh

Comput. Chem. Eng., 2012