Zobrazeno 1 - 10
of 47 934
pro vyhledávání: '"Massa, A"'
Autor:
Zhang, Ruisi, Liu, Tianyu, Feng, Will, Gu, Andrew, Purandare, Sanket, Liang, Wanchao, Massa, Francisco
Distributed training of large models consumes enormous computation resources and requires substantial engineering efforts to compose various training techniques. This paper presents SimpleFSDP, a PyTorch-native compiler-based Fully Sharded Data Paral
Externí odkaz:
http://arxiv.org/abs/2411.00284
This paper aims to investigate a reaction-diffusion model which describes in-host infection for Mycobacterium tuberculosis (Mtb) allowing random motion (i.e. linear diffusion) and chemotaxis (i.e. non-linear diffusion) of macrophages and bacteria pop
Externí odkaz:
http://arxiv.org/abs/2410.10918
Speaker verification systems have seen significant advancements with the introduction of Multi-scale Feature Aggregation (MFA) architectures, such as MFA-Conformer and ECAPA-TDNN. These models leverage information from various network depths by conca
Externí odkaz:
http://arxiv.org/abs/2410.05037
Autor:
Lee, Yejin, Sun, Anna, Hosmer, Basil, Acun, Bilge, Balioglu, Can, Wang, Changhan, Hernandez, Charles David, Puhrsch, Christian, Haziza, Daniel, Guessous, Driss, Massa, Francisco, Kahn, Jacob, Wan, Jeffrey, Reizenstein, Jeremy, Zhai, Jiaqi, Isaacson, Joe, Schlosser, Joel, Pino, Juan, Sadagopan, Kaushik Ram, Shamis, Leonid, Ma, Linjian, Hwang, Min-Jae, Chen, Mingda, Elhoushi, Mostafa, Rodriguez, Pedro, Pasunuru, Ram, Yih, Scott, Popuri, Sravya, Liu, Xing, Wu, Carole-Jean
Generative artificial intelligence (AI) technology is revolutionizing the computing industry. Not only its applications have broadened to various sectors but also poses new system design and optimization opportunities. The technology is capable of un
Externí odkaz:
http://arxiv.org/abs/2410.00215
Autor:
Shi, Jiatong, Tian, Jinchuan, Wu, Yihan, Jung, Jee-weon, Yip, Jia Qi, Masuyama, Yoshiki, Chen, William, Wu, Yuning, Tang, Yuxun, Baali, Massa, Alharhi, Dareen, Zhang, Dong, Deng, Ruifan, Srivastava, Tejes, Wu, Haibin, Liu, Alexander H., Raj, Bhiksha, Jin, Qin, Song, Ruihua, Watanabe, Shinji
Neural codecs have become crucial to recent speech and audio generation research. In addition to signal compression capabilities, discrete codecs have also been found to enhance downstream training efficiency and compatibility with autoregressive lan
Externí odkaz:
http://arxiv.org/abs/2409.15897
Speaker verification systems are crucial for authenticating identity through voice. Traditionally, these systems focus on comparing feature vectors, overlooking the speech's content. However, this paper challenges this by highlighting the importance
Externí odkaz:
http://arxiv.org/abs/2409.05799
Autor:
Massa, Paolo, Felix, Simon, Etesi, László István, Dickson, Ewan C. M., Xiao, Hualin, Ramunno, Francesco P., Selcuk-Simsek, Merve, Panos, Brandon, Csillaghy, André, Krucker, Säm
The Spectrometer/Telescope for Imaging X-rays (STIX) on-board the ESA Solar Orbiter mission retrieves the coordinates of solar flare locations by means of a specific sub-collimator, named the Coarse Flare Locator (CFL). When a solar flare occurs on t
Externí odkaz:
http://arxiv.org/abs/2408.16642
A new methodology for the improvement of the performance of inexpensive static passive electromagnetic skins (SP-EMSs) is presented. The proposed approach leverages on the non-uniqueness of the inverse source problem associated to the SP-EMS design b
Externí odkaz:
http://arxiv.org/abs/2408.06882
A new methodology for the synthesis of wide-angle scanning arrays is proposed. It is based on the formulation of the array design problem as a multi-objective one where, for each scan angle, both the radiated power density in the scan direction and t
Externí odkaz:
http://arxiv.org/abs/2408.06881
Autor:
Angeletti, Andrea, Leoni, Luca, Massa, Dario, Pasquini, Luca, Papanikolaou, Stefanos, Franchini, Cesare
Understanding and accurately predicting hydrogen diffusion in materials is challenging due to the complex interactions between hydrogen defects and the crystal lattice. These interactions span large length and time scales, making them difficult to ad
Externí odkaz:
http://arxiv.org/abs/2407.21088