1 citations · 2 across the 4 of their papers we have counts for
4 papers
Adversarial Vessel-Unveiling Semi-Supervised Segmentation for Retinopathy of Prematurity Diagnosis
Gozde Merve Demirci, Jiachen Yao, Ming-Chih Ho +4
Accurate segmentation of retinal images plays a crucial role in aiding ophthalmologists in diagnosing retinopathy of prematurity (ROP) and assessing its severity. However, due to t…
A Theoretical Study of Neural Network Expressive Power via Manifold Topology
Jiachen Yao, Mayank Goswami, Chao Chen
A prevalent assumption regarding real-world data is that it lies on or close to a low-dimensional manifold. When deploying a neural network on data manifolds, the required size, i.…
Backdooring Vision-Language Models with Out-Of-Distribution Data
Weimin Lyu, Jiachen Yao, Saumya Gupta +6
The emergence of Vision-Language Models (VLMs) represents a significant advancement in integrating computer vision with Large Language Models (LLMs) to generate detailed text descr…
Topological Analysis of Mouse Brain Vasculature via 3D Light-sheet Microscopy Images
Jiachen Yao, Nina Hagemann, Qiaojie Xiong +3
Vascular networks play a crucial role in understanding brain functionalities. Brain integrity and function, neuronal activity and plasticity, which are crucial for learning, are ac…