Sanghyeok Chu

According to our database, Sanghyeok Chu authored at least 8 papers between 2021 and 2026.

Collaborative distances:

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

2026

Enhancing Mixture-of-Experts Specialization via Cluster-Aware Upcycling.

Sanghyeok Chu, Pyunghwan Ahn, Gwangmo Song, SeungHwan Kim, Honglak Lee, Bohyung Han

CoRR, April, 2026

Pri4R: Learning World Dynamics for Vision-Language-Action Models with Privileged 4D Representation.

Jisoo Kim, Jungbin Cho, Sanghyeok Chu, Ananya Bal, Jinhyung Kim, Gunhee Lee, Sihaeng Lee, Seung Hwan Kim, Bohyung Han, Hyunmin Lee, László A. Jeni, Seungryong Kim

CoRR, March, 2026

2025

Beyond the Ground Truth: Enhanced Supervision for Image Restoration.

Donghun Ryou, Inju Ha, Sanghyeok Chu, Bohyung Han

CoRR, December, 2025

Fine-Grained Video Captioning through Scene Graph Consolidation.

Sanghyeok Chu, Seonguk Seo, Bohyung Han

CoRR, February, 2025

Fine-Grained Captioning of Long Videos through Scene Graph Consolidation.

Sanghyeok Chu, Seonguk Seo, Bohyung Han

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

2022

Beyond homography: nonparametric image alignment via graph convolutional networks.

Mijeong Kim, Sanghyeok Chu, Bohyung Han

Mach. Vis. Appl., 2022

Pooling Revisited: Your Receptive Field is Suboptimal.

Dong-Hwan Jang, Sanghyeok Chu, Joonhyuk Kim, Bohyung Han

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Learning Debiased and Disentangled Representations for Semantic Segmentation.

Sanghyeok Chu, Dongwan Kim, Bohyung Han

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