3 citations · 3 across the 6 of their papers we have counts for
3 papers · 1 filter
Unifying Vision-Language Latents for Zero-label Image Caption Enhancement
Sanghyun Byun, Jung Ick Guack, Mohanad Odema +3
Vision-language models (VLMs) achieve remarkable performance through large-scale image-text pretraining. However, their reliance on labeled image datasets limits scalability and le…
Single-pass Adaptive Image Tokenization for Minimum Program Search
Shivam Duggal, Sanghyun Byun, William T. Freeman +2
According to Algorithmic Information Theory (AIT) -- Intelligent representations compress data into the shortest possible program that can reconstruct its content, exhibiting low K…
MultiDepth: Multi-Sample Priors for Refining Monocular Metric Depth Estimations in Indoor Scenes
Sanghyun Byun, Jacob Song, Woo Seong Chung
Monocular metric depth estimation (MMDE) is a crucial task to solve for indoor scene reconstruction on edge devices. Despite this importance, existing models are sensitive to facto…