3 papers
q-bio.GN2025
AGP: A Novel Arabidopsis thaliana Genomics-Phenomics Dataset and its HyperGraph Baseline Benchmarking
Manuel Serna-Aguilera, Fiona L. Goggin, Aranyak Goswami +3
Understanding which genes control which traits in an organism remains one of the central challenges in biology. Despite significant advances in data collection technology, our abil…
cs.CV2024
COBRA: A Continual Learning Approach to Vision-Brain Understanding
Xuan-Bac Nguyen, Manuel Serna-Aguilera, Arabinda Kumar Choudhary +3
Vision-Brain Understanding (VBU) aims to extract visual information perceived by humans from brain activity recorded through functional Magnetic Resonance Imaging (fMRI). Despite n…
cs.CV2022
Neural Cell Video Synthesis via Optical-Flow Diffusion
Manuel Serna-Aguilera, Khoa Luu, Nathaniel Harris +1
The biomedical imaging world is notorious for working with small amounts of data, frustrating state-of-the-art efforts in the computer vision and deep learning worlds. With large d…