Hilmar Lapp

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. BioCLIP 2: Emergent Properties from Scaling Hierarchical Contrastive Learning
   2025/05/29 by Jianyang Gu, Gu, Jianyang, Samuel Stevens +28 · 17 citations
   Biochemistry, Genetics and Molecular Biology · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Discovering Novel Biological Traits From Images Using Phylogeny-Guided Neural Networks
   2023/06/05 by Mohannad Elhamod, Elhamod, Mohannad, Mridul Khurana +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
4. Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images
   2024/07/10 by Kazi Sajeed Mehrab, Md. Hasan Maruf, Mehrab, Kazi Sajeed +33 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Machine Learning and Data Classification
5. Building Machine Learning Challenges for Anomaly Detection in Science
   2025/03/03 by Elizabeth Campolongo, Y. Chou, Campolongo, Elizabeth G. +241 · 3 citations
   Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)
6. 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
7. Static Segmentation by Tracking: A Frustratingly Label-Efficient Approach to Fine-Grained Segmentation
   2025/01/12 by Zhenyang Feng, Feng, Zhenyang, Zihe Wang +43 · 1 citation
   Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection