Zobrazeno 1 - 10
of 1 270
pro vyhledávání: '"A. Pagliardini"'
Momentum based optimizers are central to a wide range of machine learning applications. These typically rely on an Exponential Moving Average (EMA) of gradients, which decays exponentially the present contribution of older gradients. This accounts fo
Externí odkaz:
http://arxiv.org/abs/2409.03137
The transformer architecture by Vaswani et al. (2017) is now ubiquitous across application domains, from natural language processing to speech processing and image understanding. We propose DenseFormer, a simple modification to the standard architect
Externí odkaz:
http://arxiv.org/abs/2402.02622
The coverage and composition of the pretraining data significantly impacts the generalization ability of Large Language Models (LLMs). Despite its importance, recent LLMs still rely on heuristics and trial and error to increase or reduce the influenc
Externí odkaz:
http://arxiv.org/abs/2310.15393
CoTFormer: A Chain-of-Thought Driven Architecture with Budget-Adaptive Computation Cost at Inference
Scaling language models to larger and deeper sizes has led to significant boosts in performance. Even though the size of these models limits their application in compute-constrained environments, the race to continually develop ever larger and deeper
Externí odkaz:
http://arxiv.org/abs/2310.10845
Transformer-based language models have found many diverse applications requiring them to process sequences of increasing length. For these applications, the causal self-attention -- which is the only component scaling quadratically w.r.t. the sequenc
Externí odkaz:
http://arxiv.org/abs/2306.01160
Autor:
Edoardo Pozzi, Christian Corsini, Federico Belladelli, Alessandro Bertini, Fausto Negri, Massimiliano Raffo, Antonino Saccà, Eugenio Ventimiglia, Luca Boeri, Giuseppe Fallara, Alessia d'Arma, Luca Pagliardini, Paola Viganò, Marina Pontillo, Roberta Lucianò, Maurizio Colecchia, Ranjith Ramasamy, Francesco Montorsi, Massimo Alfano, Andrea Salonia
Publikováno v:
European Urology Open Science, Vol 65, Iss , Pp 3-12 (2024)
Background and objective: No clear-cut markers for predicting positive sperm retrieval (+SR) at microdissection testicular sperm extraction (mTESE) have been identified thus far. Our aim was to conduct a systematic review and meta-analysis to evaluat
Externí odkaz:
https://doaj.org/article/d0e69de12aa2411ab703a35e79b757de
Publikováno v:
ICLR 2024
Yang et al. (2023) recently showed how to use first-order gradient methods to solve general variational inequalities (VIs) under a limiting assumption that analytic solutions of specific subproblems are available. In this paper, we circumvent this as
Externí odkaz:
http://arxiv.org/abs/2210.15659
Autor:
Luca Boeri, Federico Belladelli, Edoardo Pozzi, Luca Pagliardini, Giuseppe Fallara, Simone Cilio, Luigi Candela, Christian Corsini, Massimiliano Raffo, Paolo Capogrosso, Alessia D’Arma, Francesco Montorsi, Andrea Salonia
Publikováno v:
The World Journal of Men's Health, Vol 42, Iss 2, Pp 384-393 (2024)
Purpose: To assess the relationship between clinical and semen characteristics and assisted reproductive technology (ART) outcomes with different birth weight (BW) categories in a cohort of infertile men. Materials and Methods: Data from 1,063 infe
Externí odkaz:
https://doaj.org/article/6af7be3834a540698a7649311fc68952
Publikováno v:
eLife, Vol 13 (2024)
The lateral parafacial area (pFL) is a crucial region involved in respiratory control, particularly in generating active expiration through an expiratory oscillatory network. Active expiration involves rhythmic abdominal (ABD) muscle contractions dur
Externí odkaz:
https://doaj.org/article/47374957730d4925866a9579764f1c02
Autor:
Ferrari, Stefano, Salmeri, Noemi, He, Xuemin, Schimberni, Matteo, Sangiorgi, Virginia, Bartiromo, Ludovica, Tandoi, Iacopo, Pagliardini, Luca, Papaleo, Enrico, Candiani, Massimo
Publikováno v:
In European Journal of Obstetrics & Gynecology and Reproductive Biology October 2024 301:194-200