Zobrazeno 1 - 10
of 298
pro vyhledávání: '"P. Badrinarayanan"'
Autor:
Badrinarayanan, Saikrishna, Osoba, Osonde, Cheng, Miao, Rogers, Ryan, Jain, Sakshi, Tandra, Rahul, Pillai, Natesh S.
AI fairness measurements, including tests for equal treatment, often take the form of disaggregated evaluations of AI systems. Such measurements are an important part of Responsible AI operations. These measurements compare system performance across
Externí odkaz:
http://arxiv.org/abs/2409.04652
Peptides are essential in biological processes and therapeutics. In this study, we introduce Multi-Peptide, an innovative approach that combines transformer-based language models with Graph Neural Networks (GNNs) to predict peptide properties. We com
Externí odkaz:
http://arxiv.org/abs/2407.03380
Autor:
Ock, Janghoon, Badrinarayanan, Srivathsan, Magar, Rishikesh, Antony, Akshay, Farimani, Amir Barati
Adsorption energy is a reactivity descriptor that must be accurately predicted for effective machine learning (ML) application in catalyst screening. This process involves determining the lowest energy across various adsorption configurations on a ca
Externí odkaz:
http://arxiv.org/abs/2401.07408
Autor:
Marcu, Ana-Maria, Chen, Long, Hünermann, Jan, Karnsund, Alice, Hanotte, Benoit, Chidananda, Prajwal, Nair, Saurabh, Badrinarayanan, Vijay, Kendall, Alex, Shotton, Jamie, Arani, Elahe, Sinavski, Oleg
We introduce LingoQA, a novel dataset and benchmark for visual question answering in autonomous driving. The dataset contains 28K unique short video scenarios, and 419K annotations. Evaluating state-of-the-art vision-language models on our benchmark
Externí odkaz:
http://arxiv.org/abs/2312.14115
Autor:
Stocking, Kaylene C., Murez, Zak, Badrinarayanan, Vijay, Shotton, Jamie, Kendall, Alex, Tomlin, Claire, Burgess, Christopher P.
Object-centric representations enable autonomous driving algorithms to reason about interactions between many independent agents and scene features. Traditionally these representations have been obtained via supervised learning, but this decouples pe
Externí odkaz:
http://arxiv.org/abs/2307.07147
Autor:
Vidya Badrinarayanan
Publikováno v:
Project Leadership and Society, Vol 5, Iss , Pp 100126- (2024)
The coronavirus pandemic has sent an important message that future project teams need to be trained to work under virtual conditions, which has already become the new norm in organizations across the world. As organizations increasingly rely on virtu
Externí odkaz:
https://doaj.org/article/44cd95ec0a4447cdb2959637d2ad715e
Autor:
Chen Zhang, Asha Mary Joseph, Laurent Casini, Justine Collier, Anjana Badrinarayanan, Suliana Manley
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-12 (2024)
Abstract DNA replication in bacteria takes place on highly compacted chromosomes, where segregation, transcription, and repair must occur simultaneously. Within this dynamic environment, colocalization of sister replisomes has been observed in many b
Externí odkaz:
https://doaj.org/article/a22b40efec99400893ccf0a9cbb3469c
The self driving challenge in 2021 is this century's technological equivalent of the space race, and is now entering the second major decade of development. Solving the technology will create social change which parallels the invention of the automob
Externí odkaz:
http://arxiv.org/abs/2108.05805
Autor:
Hu, Anthony, Murez, Zak, Mohan, Nikhil, Dudas, Sofía, Hawke, Jeffrey, Badrinarayanan, Vijay, Cipolla, Roberto, Kendall, Alex
Driving requires interacting with road agents and predicting their future behaviour in order to navigate safely. We present FIERY: a probabilistic future prediction model in bird's-eye view from monocular cameras. Our model predicts future instance s
Externí odkaz:
http://arxiv.org/abs/2104.10490
Publikováno v:
PLoS Biology, Vol 22, Iss 3, p e3002540 (2024)
DNA methylation plays central roles in diverse cellular processes, ranging from error-correction during replication to regulation of bacterial defense mechanisms. Nevertheless, certain aberrant methylation modifications can have lethal consequences.
Externí odkaz:
https://doaj.org/article/647ee7a5b65142d483987dafdbb71223