Zobrazeno 1 - 10
of 278
pro vyhledávání: '"Sharma, Yash P."'
Practical superconducting nanowire single photon detectors (SNSPDs) demonstrate a strong trade-off between detection sensitivity and the reset time. Often, there are wide variations in sensitivity and response times from SNSPDs of the same supercondu
Externí odkaz:
http://arxiv.org/abs/2411.05381
While generative AI (GenAI) offers countless possibilities for creative and productive tasks, artificially generated media can be misused for fraud, manipulation, scams, misinformation campaigns, and more. To mitigate the risks associated with malici
Externí odkaz:
http://arxiv.org/abs/2410.01574
Autor:
Udandarao, Vishaal, Prabhu, Ameya, Ghosh, Adhiraj, Sharma, Yash, Torr, Philip H. S., Bibi, Adel, Albanie, Samuel, Bethge, Matthias
Web-crawled pretraining datasets underlie the impressive "zero-shot" evaluation performance of multimodal models, such as CLIP for classification/retrieval and Stable-Diffusion for image generation. However, it is unclear how meaningful the notion of
Externí odkaz:
http://arxiv.org/abs/2404.04125
An important and difficult task in code-switched speech recognition is to recognize the language, as lots of words in two languages can sound similar, especially in some accents. We focus on improving performance of end-to-end Automatic Speech Recogn
Externí odkaz:
http://arxiv.org/abs/2403.08011
Autor:
Wang, Huaxiaoyue, Kedia, Kushal, Ren, Juntao, Abdullah, Rahma, Bhardwaj, Atiksh, Chao, Angela, Chen, Kelly Y, Chin, Nathaniel, Dan, Prithwish, Fan, Xinyi, Gonzalez-Pumariega, Gonzalo, Kompella, Aditya, Pace, Maximus Adrian, Sharma, Yash, Sun, Xiangwan, Sunkara, Neha, Choudhury, Sanjiban
We present MOSAIC, a modular architecture for home robots to perform complex collaborative tasks, such as cooking with everyday users. MOSAIC tightly collaborates with humans, interacts with users using natural language, coordinates multiple robots,
Externí odkaz:
http://arxiv.org/abs/2402.18796
Autor:
Lachapelle, Sébastien, López, Pau Rodríguez, Sharma, Yash, Everett, Katie, Priol, Rémi Le, Lacoste, Alexandre, Lacoste-Julien, Simon
This work introduces a novel principle for disentanglement we call mechanism sparsity regularization, which applies when the latent factors of interest depend sparsely on observed auxiliary variables and/or past latent factors. We propose a represent
Externí odkaz:
http://arxiv.org/abs/2401.04890
Autor:
McDuff, Daniel, Schaekermann, Mike, Tu, Tao, Palepu, Anil, Wang, Amy, Garrison, Jake, Singhal, Karan, Sharma, Yash, Azizi, Shekoofeh, Kulkarni, Kavita, Hou, Le, Cheng, Yong, Liu, Yun, Mahdavi, S Sara, Prakash, Sushant, Pathak, Anupam, Semturs, Christopher, Patel, Shwetak, Webster, Dale R, Dominowska, Ewa, Gottweis, Juraj, Barral, Joelle, Chou, Katherine, Corrado, Greg S, Matias, Yossi, Sunshine, Jake, Karthikesalingam, Alan, Natarajan, Vivek
An accurate differential diagnosis (DDx) is a cornerstone of medical care, often reached through an iterative process of interpretation that combines clinical history, physical examination, investigations and procedures. Interactive interfaces powere
Externí odkaz:
http://arxiv.org/abs/2312.00164
Autor:
Berlot-Attwell, Ian, Agrawal, Kumar Krishna, Carrell, A. Michael, Sharma, Yash, Saphra, Naomi
Although modern neural networks often generalize to new combinations of familiar concepts, the conditions that enable such compositionality have long been an open question. In this work, we study the systematicity gap in visual question answering: th
Externí odkaz:
http://arxiv.org/abs/2311.08695
Autor:
Guleria, Shan, Schwartz, Benjamin, Sharma, Yash, Fernandes, Philip, Jablonski, James, Adewole, Sodiq, Srivastava, Sanjana, Rhoads, Fisher, Porter, Michael, Yeghyayan, Michelle, Hyatt, Dylan, Copland, Andrew, Ehsan, Lubaina, Brown, Donald, Syed, Sana
Introduction: Technical burdens and time-intensive review processes limit the practical utility of video capsule endoscopy (VCE). Artificial intelligence (AI) is poised to address these limitations, but the intersection of AI and VCE reveals challeng
Externí odkaz:
http://arxiv.org/abs/2308.13035
Autor:
Pattnaik, Debi, Sharma, Yash, Saveliev, Sergey, Borisov, Pavel, Akther, Amir, Balanov, Alexander, Ferreira, Pedro
Diffusive memristors owing to their ability to produce current spiking when a constant or slowly changing voltage is applied are competitive candidates for the development of artificial electronic neurons. These artificial neurons can be integrated i
Externí odkaz:
http://arxiv.org/abs/2306.12853