SLAY-ASR, или как я перестал волноваться и полюбил тренировать модели

Как добавить аудио-модальность в LLMку максимально экономно? Рассказываю про серию попыток добиться совместимости эмбеддингов разной природы Погрузиться

https://habr.com/ru/articles/1009614/

#representation_learning #multimodality #multimodal_llm #machine_learning #audiomodality #regularization #contrastive_learning #whisper #gemma3

Spanish town Villamalea unanimously supports regularizing undocumented migrants

Villamalea, a small town in central Spain with a population of 4,200, made headlines this summer when its town council passed a motion to push for the regularization of undocumented migrants. The motion, which received unanimous support from all political parties, reflected the town’s long-standing ... [More info]

'On the Approximation of Kernel functions', by Paul Dommel, Alois Pichler.

http://jmlr.org/papers/v26/24-0270.html

#kernels #kernel #regularization

'Deep Out-of-Distribution Uncertainty Quantification via Weight Entropy Maximization', by Antoine de Mathelin, François Deheeger, Mathilde Mougeot, Nicolas Vayatis.

http://jmlr.org/papers/v26/23-1359.html

#regularization #entropy #gaussian

'An Optimal Transport Approach for Computing Adversarial Training Lower Bounds in Multiclass Classification', by Nicolas Garcia Trillos, Matt Jacobs, Jakwang Kim, Matthew Werenski.

http://jmlr.org/papers/v25/24-0268.html

#adversarial #regularization #classifiers

'An Inexact Projected Regularized Newton Method for Fused Zero-norms Regularization Problems', by Yuqia Wu, Shaohua Pan, Xiaoqi Yang.

http://jmlr.org/papers/v25/23-1700.html

#regularization #regularized #gradient