Discovering Novel Biological Traits From Images Using Phylogeny-Guided Neural Networks. - Mohannad Elhamod; Mridul Khurana; Harish Babu Manogaran; Josef C. Uyeda; Meghan A. Balk; Wasila M. Dahdul; Yasin Bakis; Henry L. Bart Jr.; Paula M. Mabee; Hilmar Lapp; James P. Balhoff; Caleb Charpentier; et al. (KDD, 2023)

Hierarchical Conditioning of Diffusion Models Using Tree-of-Life for Studying Species Evolution. - Mridul Khurana; Arka Daw; M. Maruf; Josef C. Uyeda; Wasila M. Dahdul; Caleb Charpentier; Yasin Bakis; Henry L. Bart Jr.; Paula M. Mabee; Hilmar Lapp; James P. Balhoff; Wei-Lun Chao; et al. (ECCV (89), 2024)

VLM4Bio: A Benchmark Dataset to Evaluate Pretrained Vision-Language Models for Trait Discovery from Biological Images. - M. Maruf; Arka Daw; Kazi Sajeed Mehrab; Harish Babu Manogaran; Abhilash Neog; Medha Sawhney; Mridul Khurana; James P. Balhoff; Yasin Bakis; Bahadir Altintas; Matthew J. Thompson; Elizabeth G. Campolongo; et al. (NeurIPS, 2024)

Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images. - Kazi Sajeed Mehrab; M. Maruf; Arka Daw; Harish Babu Manogaran; Abhilash Neog; Mridul Khurana; Bahadir Altintas; Yasin Bakis; Elizabeth G. Campolongo; Matthew J. Thompson; Xiaojun Wang; Hilmar Lapp; et al. (CoRR, 2024)

Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images. - Kazi Sajeed Mehrab; M. Maruf; Arka Daw; Abhilash Neog; Harish Babu Manogaran; Mridul Khurana; Zhenyang Feng; Bahadir Altintas; Yasin Bakis; Elizabeth G. Campolongo; Matthew J. Thompson; Xiaojun Wang; et al. (CVPR, 2025)

TaxaDiffusion: Progressively Trained Diffusion Model for Fine-Grained Species Generation. - Amin Karimi Monsefi; Mridul Khurana; Rajiv Ramnath; Anuj Karpatne; Wei-Lun Chao; Cheng Zhang 014 (CoRR, 2025)

Open World Scene Graph Generation using Vision Language Models. - Amartya Dutta; Kazi Sajeed Mehrab; Medha Sawhney; Abhilash Neog; Mridul Khurana; Sepideh Fatemi Khorasgani; Aanish Pradhan; M. Maruf; Ismini Lourentzou; Arka Daw; Anuj Karpatne (CoRR, 2025)