Sanghyun Byun

According to our database, Sanghyun Byun authored at least 12 papers between 2023 and 2026.

Collaborative distances:

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

2026

AI automation for material consistency in industrial 3D assets.

Sanghyun Byun, Eric Sterner, Joshua Milburn, Keunhae Ushiroda, Eric Boise, David Olsen, Jacob Song, Woo Seong Chung

Expert Syst. Appl., 2026

2025

3-Model Speculative Decoding.

Sanghyun Byun, Mohanad Odema, Jung Ick Guack, Baisub Lee, Jacob Song, Woo Seong Chung

CoRR, October, 2025

Unifying Vision-Language Latents for Zero-label Image Caption Enhancement.

Sanghyun Byun, Jung Ick Guack, Mohanad Odema, Baisub Lee, Jacob Song, Woo Seong Chung

CoRR, October, 2025

APCE: Adaptive Progressive Context Expansion for Long Context Processing.

Baisub Lee, Sanghyun Byun, Mohanad Odema, Jung Guack, Jacob Song, Woo Seong Chung

CoRR, October, 2025

Single-pass Adaptive Image Tokenization for Minimum Program Search.

Shivam Duggal, Sanghyun Byun, Bill Freeman, Antonio Torralba, Phillip Isola

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

Channel-Wise 1D Convolutional U-Net.

Sanghyun Byun, Kayvan Shah, Ayushi Gang, Christopher Apton, Jacob Song, Woo Seong Chung

Proceedings of the Fourteenth International Conference on Image Processing, 2025

CARVQ: Corrective Adaptor with Group Residual Vector Quantization for LLM Embedding Compression.

Dayin Gou, Sanghyun Byun, Nilesh Malpeddi, Gabrielle De Micheli, Prathamesh Vaste, Jacob Song, Woo Seong Chung

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2024

OneNet: A Channel-Wise 1D Convolutional U-Net.

Sanghyun Byun, Kayvan Shah, Ayushi Gang, Christopher Apton, Jacob Song, Woo Seong Chung

CoRR, 2024

MultiDepth: Multi-Sample Priors for Refining Monocular Metric Depth Estimations in Indoor Scenes.

Sanghyun Byun, Jacob Song, Woo Seong Chung

CoRR, 2024

Minecraft-ify: Minecraft Style Image Generation with Text-guided Image Editing for In-Game Application.

Bumsoo Kim, Sanghyun Byun, Yonghoon Jung, Wonseop Shin, Sareer Ul Amin, Sanghyun Seo

CoRR, 2024

Harnessing synthetic data for enhanced detection of Pine Wilt Disease: An image classification approach.

Yonghoon Jung, Sanghyun Byun, Bumsoo Kim, Sareer Ul Amin, Sanghyun Seo

Comput. Electron. Agric., 2024

2023

Transfer Learning based Parameterized 3D Mesh Deformation with 2D Stylized Cartoon Character.

Sanghyun Byun, Bumsoo Kim, Wonseop Shin, Yonghoon Jung, Sanghyun Seo

KSII Trans. Internet Inf. Syst., 2023