Zobrazeno 1 - 10
of 1 313
pro vyhledávání: '"ABBASI, Ali"'
Autor:
Abbasi, Ali, Imani, Shima, An, Chenyang, Mahalingam, Gayathri, Shrivastava, Harsh, Diesendruck, Maurice, Pirsiavash, Hamed, Sharma, Pramod, Kolouri, Soheil
With the rapid scaling of neural networks, data storage and communication demands have intensified. Dataset distillation has emerged as a promising solution, condensing information from extensive datasets into a compact set of synthetic samples by so
Externí odkaz:
http://arxiv.org/abs/2412.04668
Autor:
An, Chenyang, Imani, Shima, Yao, Feng, Dong, Chengyu, Abbasi, Ali, Shrivastava, Harsh, Buss, Samuel, Shang, Jingbo, Mahalingam, Gayathri, Sharma, Pramod, Diesendruck, Maurice
In the field of large language model (LLM)-based proof generation, despite being trained on extensive corpora such as OpenWebMath and Arxiv, these models still exhibit only modest performance on proving tasks of moderate difficulty. We believe that t
Externí odkaz:
http://arxiv.org/abs/2411.00863
Power side-channel (PSC) attacks are widely used in embedded microcontrollers, particularly in cryptographic applications, to extract sensitive information. However, expanding the applications of PSC attacks to broader security contexts in the embedd
Externí odkaz:
http://arxiv.org/abs/2410.11563
Autor:
Thrash, Chayne, Abbasi, Ali, Nooralinejad, Parsa, Koohpayegani, Soroush Abbasi, Andreas, Reed, Pirsiavash, Hamed, Kolouri, Soheil
The outstanding performance of large foundational models across diverse tasks-from computer vision to speech and natural language processing-has significantly increased their demand. However, storing and transmitting these models pose significant cha
Externí odkaz:
http://arxiv.org/abs/2406.19301
Autor:
Rafsanjani-Abbasi, Ali, Buchner, Florian, Lewis, Faith J., Puntscher, Lena, Kraushofer, Florian, Sombut, Panukorn, Eder, Moritz, Pavelec, Jiri, Rheinfrank, Erik, Franceschi, Giada, Birschitzky, Viktor C., Riva, Michele, Franchini, Cesare, Schmid, Michael, Diebold, Ulrike, Meier, Matthias, Madsen, Georg K. H., Parkinson, Gareth S.
Determining the local coordination of the active site is a pre-requisite for the reliable modeling of single-atom catalysts (SACs). Obtaining such information is difficult on powder-based systems, so much emphasis is placed on density functional theo
Externí odkaz:
http://arxiv.org/abs/2406.18525
Autor:
Ryan, Paul T. P., Sombut, Panukorn, Abbasi, Ali Rafsanjani, Wang, Chunlei, Eratam, Fulden, Goto, Francesco, Diebold, Ulrike, Meier, Matthias, Duncan, David A., Parkinson, Gareth S.
Water-solid interfaces pervade the natural environment and modern technology. On some surfaces, water-water interactions induce the formation of partially dissociated interfacial layers; understanding why is important to model processes in catalysis
Externí odkaz:
http://arxiv.org/abs/2406.18264
Federated learning (FL) provides a promising collaborative framework to build a model from distributed clients, and this work investigates the carbon emission of the FL process. Cloud and edge servers hosting FL clients may exhibit diverse carbon foo
Externí odkaz:
http://arxiv.org/abs/2404.15503
This paper details our journey in designing and selecting a suitable application sandboxing mechanism for a satellite under development, with a focus on small satellites. Central to our study is the development of selection criteria for sandboxing an
Externí odkaz:
http://arxiv.org/abs/2404.04127
The extensive amounts of data required for training deep neural networks pose significant challenges on storage and transmission fronts. Dataset distillation has emerged as a promising technique to condense the information of massive datasets into a
Externí odkaz:
http://arxiv.org/abs/2403.07142
Autor:
López-Morales, Efrén, Planta, Ulysse, Rubio-Medrano, Carlos, Abbasi, Ali, Cardenas, Alvaro A.
Billions of people rely on essential utility and manufacturing infrastructures such as water treatment plants, energy management, and food production. Our dependence on reliable infrastructures makes them valuable targets for cyberattacks. One of the
Externí odkaz:
http://arxiv.org/abs/2403.00280