Balhoff, James P.

1. VLM4Bio: A Benchmark Dataset to Evaluate Pretrained Vision-Language Models for Trait Discovery from Biological Images
   2024/08/28 by Md. Hasan Maruf, Maruf, M., Arka Daw +41 · 7 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
2. Discovering Novel Biological Traits From Images Using Phylogeny-Guided Neural Networks
   2023/06/05 by Mohannad Elhamod, Mridul Khurana, Elhamod, Mohannad +33 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Morphological variations and asymmetry #electronic engineering #information engineering
3. Hierarchical Conditioning of Diffusion Models Using Tree-of-Life for Studying Species Evolution
   2024/07/31 by Mridul Khurana, Arka Daw, Khurana, Mridul +27 · 2 citations
   Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Populations and Evolution (q-bio.PE) #Species Distribution and Climate Change