Phantom of latent for large language and vision models

BK Lee, S Chung, CW Kim, B Park, YM Ro - arXiv preprint arXiv …, 2024 - arxiv.org
The success of visual instruction tuning has accelerated the development of large language
and vision models (LLVMs). Following the scaling laws of instruction-tuned large language …

Weather-Aware Drone-View Object Detection Via Environmental Context Understanding

H Kim, D Lee, S Park, YM Ro - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Drone-view object detection has shown noticeable performances and has been adopted by
various real-world applications. However, there exist still several problems to be handled for …

[HTML][HTML] Autonomous Single-Image Dehazing: Enhancing Local Texture with Haze Density-Aware Image Blending

S Han, D Ngo, Y Choi, B Kang - Remote Sensing, 2024 - mdpi.com
Single-image dehazing is an ill-posed problem that has attracted a myriad of research
efforts. However, virtually all methods proposed thus far assume that input images are …

TroL: Traversal of Layers for Large Language and Vision Models

BK Lee, S Chung, CW Kim, B Park, YM Ro - arXiv preprint arXiv …, 2024 - arxiv.org
Large language and vision models (LLVMs) have been driven by the generalization power
of large language models (LLMs) and the advent of visual instruction tuning. Along with …

[HTML][HTML] Physically structured adversarial patch inspired by natural leaves multiply angles deceives infrared detectors

Z Hu, X Yang, J Zhao, H Gao, H Xu, H Mu… - Journal of King Saud …, 2024 - Elsevier
Researching infrared adversarial attacks is crucial for ensuring the safe deployment of
security-sensitive systems reliant on infrared object detectors. However, current research on …

Revisiting misalignment in multispectral pedestrian detection: a language-driven approach for cross-modal alignment fusion

T Kim, S Chung, Y Yu, YM Ro - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Multispectral pedestrian detection is a crucial component in various critical applications.
However, a significant challenge arises due to the misalignment between these modalities …

[PDF][PDF] Design of Lighting Control for Energy Saving Using Microcontroller System

Z Yang, G Ge, L Wang - Academic Journal of Engineering and …, 2024 - francis-press.com
Electric lights are a necessity in our daily lives, and everyone cannot do without them.
However, traditional lighting systems have many inconveniences to use, especially when …