Timur Garipov

Часть публикаций из профиля, по году от новых к старым. Это не полный список последних работ автора; работы без года — в конце.

• OpenAI GPT-5 System Card2025
• OpenAI GPT-5 System Card2025
• An Experimental Study of Automating Explanatory Dictionary Compilation with Language Models2025
• Generative Data Mining with Longtail-Guided Diffusion2025
• Key Algorithms for Keyphrase Generation: Instruction-Based LLMs for Russian Scientific Keyphrases2025
• A Simple Baseline for Bayesian Uncertainty in Deep Learning2019 · аннотациясвернуть

  We propose SWA-Gaussian (SWAG), a simple, scalable, and general purpose approach for uncertainty representation and calibration in deep learning. Stochastic Weight Averaging (SWA), which computes the first moment of…

• Averaging Weights Leads to Wider Optima and Better Generalization2018 · аннотациясвернуть

  Deep neural networks are typically trained by optimizing a loss function with an SGD variant, in conjunction with a decaying learning rate, until convergence. We show that simple averaging of multiple points along the…

• Averaging Weights Leads to Wider Optima and Better Generalization2018 · аннотациясвернуть

  Deep neural networks are typically trained by optimizing a loss function with an SGD variant, in conjunction with a decaying learning rate, until convergence. We show that simple averaging of multiple points along the…