2024
VLM4Bio: A Benchmark Dataset to Evaluate Pretrained Vision-Language Models for Trait Discovery from Biological Images.
CoRR, 2024

Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images.
CoRR, 2024

Hierarchical Conditioning of Diffusion Models Using Tree-of-Life for Studying Species Evolution.
Proceedings of the Computer Vision - ECCV 2024, 2024

2023
Discovering Novel Biological Traits From Images Using Phylogeny-Guided Neural Networks.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023