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ml4gamma:wdocs:main [19/09/2025 09:25] – [Нормализующие потоки] adminml4gamma:wdocs:main [26/02/2026 09:11] (current) – [Нормализующие потоки] demichev
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   * [[:ml4gamma:wdocs:data_mc_stats|Статистика моделирования]]   * [[:ml4gamma:wdocs:data_mc_stats|Статистика моделирования]]
  
-===== MultiTask =====+===== Анализ изображений IACT ===== 
 + 
 +==== Параметры Хилласа ==== 
 + 
 +  * {{ :ml4gamma:wdocs:2210.03771v1-gamma-hadron_separation.pdf |Jashwanth S, Sudeep Ghosh, Kavitha Yogaraj, Neha Shah, and Ankhi Roy. "G AMMA - HADRON S EPARATION IN I MAGING ATMOSPHERIC C HERENKOV T ELESCOPES USING Q UANTUM C LASSIFIERS"}}. ArXiv:2210.03771 
 +  * {{ :ml4gamma:wdocs:описание_параметров_хилласа.pdf |Описание параметров Хилласа}} (Е.Гресь) 
 +  * Вычисление {{ :ml4gamma:wdocs:iact_image_hp_calc.py.zip |параметров Хилласа для IACT}} (Е.Гресь) 
 + 
 + 
 +===== Multimodal =====
  
   * {{ :ml4gamma:wdocs:jacquemont_visapp21_multitask.pdf |Multi-Task Architecture with Attention for Imaging   * {{ :ml4gamma:wdocs:jacquemont_visapp21_multitask.pdf |Multi-Task Architecture with Attention for Imaging
 Atmospheric Cherenkov Telescope Data Analysis}} Atmospheric Cherenkov Telescope Data Analysis}}
 +  * {{ :ml4gamma:wdocs:adass2021-multitasks.pdf |Single Imaging Atmospheric Cherenkov Telescope Full-Event
 +Reconstruction with a Deep Multi-Task Learning Architecture}}
 +  * {{ :ml4gamma:wdocs:mmml-tutorial-acl2017.pdf |Tutorial on Multimodal Machine Learning}}
  
 ===== Нормализующие потоки ===== ===== Нормализующие потоки =====
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   * {{ :ml4gamma:wdocs:nf_pres-2.pdf|Нормализующие потоки. Часть 2: Детектирование аномальных и редких явлений.}}   * {{ :ml4gamma:wdocs:nf_pres-2.pdf|Нормализующие потоки. Часть 2: Детектирование аномальных и редких явлений.}}
   * См. также {{ :ml4gamma:wdocs:understandingdeeplearning_08_28_24_c.pdf |Understanding Deep Learning}}   * См. также {{ :ml4gamma:wdocs:understandingdeeplearning_08_28_24_c.pdf |Understanding Deep Learning}}
 +  * {{ ::ml4gamma:wdocs:inn_inverseproblem.pdf |Inverse Problems with Invertible Neural Networks}}
 +  * {{ :ml4gamma:meetings:imagedenoising.pdf |Disentangling Noise from Images: A Flow-Based Image Denoising Neural Network}}
 +  * {{ ::ml4gamma:wdocs:freia.pdf |FrEIA: Framework for Easily Invertible Architectures}}
  
 ===== Domain Adaptation ===== ===== Domain Adaptation =====
ml4gamma/wdocs/main.1758273952.txt.gz · Last modified: by admin