Zobrazeno 1 - 10
of 513
pro vyhledávání: '"Maruf, M."'
Autor:
Manogaran, Harish Babu, Maruf, M., Daw, Arka, Mehrab, Kazi Sajeed, Charpentier, Caleb Patrick, Uyeda, Josef C., Dahdul, Wasila, Thompson, Matthew J, Campolongo, Elizabeth G, Provost, Kaiya L, Mabee, Paula M., Lapp, Hilmar, Karpatne, Anuj
A grand challenge in biology is to discover evolutionary traits - features of organisms common to a group of species with a shared ancestor in the tree of life (also referred to as phylogenetic tree). With the growing availability of image repositori
Externí odkaz:
http://arxiv.org/abs/2409.02335
Autor:
Maruf, M., Daw, Arka, Mehrab, Kazi Sajeed, Manogaran, Harish Babu, Neog, Abhilash, Sawhney, Medha, Khurana, Mridul, Balhoff, James P., Bakis, Yasin, Altintas, Bahadir, Thompson, Matthew J., Campolongo, Elizabeth G., Uyeda, Josef C., Lapp, Hilmar, Bart, Henry L., Mabee, Paula M., Su, Yu, Chao, Wei-Lun, Stewart, Charles, Berger-Wolf, Tanya, Dahdul, Wasila, Karpatne, Anuj
Images are increasingly becoming the currency for documenting biodiversity on the planet, providing novel opportunities for accelerating scientific discoveries in the field of organismal biology, especially with the advent of large vision-language mo
Externí odkaz:
http://arxiv.org/abs/2408.16176
Autor:
Khurana, Mridul, Daw, Arka, Maruf, M., Uyeda, Josef C., Dahdul, Wasila, Charpentier, Caleb, Bakış, Yasin, Bart Jr., Henry L., Mabee, Paula M., Lapp, Hilmar, Balhoff, James P., Chao, Wei-Lun, Stewart, Charles, Berger-Wolf, Tanya, Karpatne, Anuj
A central problem in biology is to understand how organisms evolve and adapt to their environment by acquiring variations in the observable characteristics or traits of species across the tree of life. With the growing availability of large-scale ima
Externí odkaz:
http://arxiv.org/abs/2408.00160
Autor:
Mehrab, Kazi Sajeed, Maruf, M., Daw, Arka, Manogaran, Harish Babu, Neog, Abhilash, Khurana, Mridul, Altintas, Bahadir, Bakis, Yasin, Campolongo, Elizabeth G, Thompson, Matthew J, Wang, Xiaojun, Lapp, Hilmar, Chao, Wei-Lun, Mabee, Paula M., Bart Jr., Henry L., Dahdul, Wasila, Karpatne, Anuj
Fishes are integral to both ecological systems and economic sectors, and studying fish traits is crucial for understanding biodiversity patterns and macro-evolution trends. To enable the analysis of visual traits from fish images, we introduce the Fi
Externí odkaz:
http://arxiv.org/abs/2407.08027
In recent years, several Weakly Supervised Semantic Segmentation (WS3) methods have been proposed that use class activation maps (CAMs) generated by a classifier to produce pseudo-ground truths for training segmentation models. While CAMs are good at
Externí odkaz:
http://arxiv.org/abs/2308.11052
A central goal in deep learning is to learn compact representations of features at every layer of a neural network, which is useful for both unsupervised representation learning and structured network pruning. While there is a growing body of work in
Externí odkaz:
http://arxiv.org/abs/2110.00684
As applications of deep learning (DL) continue to seep into critical scientific use-cases, the importance of performing uncertainty quantification (UQ) with DL has become more pressing than ever before. In scientific applications, it is also importan
Externí odkaz:
http://arxiv.org/abs/2106.02993
In this paper, we proposed the \textit{link injection}, a novel method that helps any differentiable graph machine learning models to go beyond observed connections from the input data in an end-to-end learning fashion. It finds out (weak) connection
Externí odkaz:
http://arxiv.org/abs/2009.04447
Autor:
Maruf, M., Karpatne, Anuj
The objective of unsupervised graph representation learning (GRL) is to learn a low-dimensional space of node embeddings that reflect the structure of a given unlabeled graph. Existing algorithms for this task rely on negative sampling objectives tha
Externí odkaz:
http://arxiv.org/abs/2007.01423
Autor:
Hoque, Maruf M.
The vasculature is a highly intricate system of "highways" that shuttles blood from the heart to every tissue and organ in the human body. These vessels are responsible for carrying oxygen, trafficking hormones, delivering nutrients, and removing was
Externí odkaz:
http://hdl.handle.net/10919/115839