Update papers.bib

Author: abhilash-neog

_bibliography/papers.bib

@@ -20,6 +20,16 @@
 - `altmetric`: Adds an [Altmetric](https://www.altmetric.com/) badge (Note: if DOI is provided just use `true`, otherwise only add the altmetric identifier here - the link is generated automatically)
 - `dimensions`: Adds a [Dimensions](https://www.dimensions.ai/) badge (Note: if DOI or PMID is provided just use `true`, otherwise only add the Dimensions' identifier here - the link is generated automatically)
 
+@article{maruf2024vlm4bio,
+author = {Maruf, M and Daw, Arka and Sajeed Mehrab, Kazi and Manogaran, Harish Babu and Neog, Abhilash and Sawhney, Medha and Khurana, Mridul and Balhoff, James P. and Bakis, Yasin and Altintas, Bahadir and Thompson, Matthew J. and Campolongo, Elizabeth G. and Uyeda, Josef C. and Lapp, Hilmar and Bart, Henry L. and Mabee, Paula M. and Su, Yu and Chao, Wei-Lun and Stewart, Charles and Berger-Wolf, Tanya and Dahdul, Wasila and Karpatne, Anuj},
+title = {VLM4Bio: A Benchmark Dataset to Evaluate Pretrained Vision-Language Models for Trait Discovery from Biological Images},
+year = {2024},
+journal = {arXiv preprint},
+abbr = {arXiv},
+preview = {vlm4bio.png},
+pdf = {https://arxiv.org/pdf/2408.16176}
+}
+
 @article{manogaran2024what,
 author = {Manogaran, Harish Babu and Maruf, M and Daw, Arka and Sajeed Mehrab, Kazi and  Charpentier, Caleb Patrick  and Uyeda, Josef C. and Dahdul, Wasila and Thompson, Matthew J and Campolongo, Elizabeth G and Provost, Kaiya L and Mabee, Paula M. and Lapp, Hilmar and Karpatne, Anuj},
 title = {What Do You See in Common? Learning Hierarchical Prototypes over Tree-of-Life to Discover Evolutionary Traits},