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Международный хакатон DeepHack Q&A прошел в Центре живых систем МФТИ


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В Центре живых систем Московского физико-технического института состоялся второй международный хакатон и научная школа по глубокому обучению и искусственному интеллекту DeepHack.Q&A. Участники пробовали свои силы в решении фундаментальной научной проблемы – интеллектуального ответа на вопросы об окружающем мире.

Организатором хакатона выступила компания DeepHackLab при поддержке МФТИ, Биофармацевтического кластера «Северный», рабочей группы «НейроНет» НТИ и движения OpenDataScience. Генеральные партнеры — Фонд «Сколково», Segmento, Ростелеком, NVIDIA, РВК, YADRO, LiveTex.

Для участия в хакатоне отобрали 50 человек, которые объединились в 12 команд. Их основной задачей было превзойти лучшие мировые достижения по вопросно-ответным системам для решения The Allen AI Science Challenge – актуальной научной задачи, опубликованной Институтом Искусственного интеллекта со-основателя Microsoft Пола Аллена на kaggle (международной конкурсной площадке по машинному обучению). Для этого участники разрабатывали свой собственный алгоритм с целью получения программы, способной самостоятельно обучиться отвечать на вопросы уровня 8 класса американской школы. В итоге все 12 команд, которые участвовали в хакатоне, попали в топ 50 из 700 команд, зарегистрированных на kaggle. Более того команды, занявшие первое и второе место по итогам хакатона, теперь числятся на 3-ей и 5-ой строчке общего рейтинга kaggle соответственно.

В рамках научной школы хакатона с лекциями для участников хакатона выступили пятнадцать ведущих мировых специалистов: Tomas Mikolov (Facebook AI Research), Jonathan Berant (Google), профессора Оксфорда, Стэнфорда, университета Нью Йорка, НИУ ВШЭ и Сколтеха. Они рассказали о перспективных методах применения искусственных нейронных сетей для построения диалоговых и вопросно-ответных систем, анализа текста с помощью классических методов машинного обучения и обработки естественного языка. Впервые в России эксперты такого уровня собрались на одной площадке.

2

Лекция Фила Блансома

3

Лекция Томаса Миколова

Первое место завоевала команда Generation Gap, в которую входят программисты и ученые из Петербурга, Москвы и Махачкалы. Интересно, что участники команды, петербуржцы Павел Калайдин и Марат Зайнутдинов, в течение нескольких лет были одними из основных разработчиков моделей предсказания для эффективной онлайн-рекламы в платформе Segmento – генерального партнера хакатона.

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Награждение победителей

Роман Нестер, сооснователь Segmento:

«Для нас было принципиальным решением поддержать этот хакатон и российских специалистов в самой актуальной отрасли ближайших десятилетий. Все ребята, которые вошли в финальный пул хакатона и добились потрясающих результатов, делают действительно прорывные вещи. Пять лет назад мы построили свой бизнес на машинном обучении в рекламе — участники команды победителей были среди тех, кто начинал компанию с нами. Теперь мы видим, как крупнейшие компании страны тоже внедряют методы искусственного интеллекта в свой бизнес. Участники хакатона — настоящие лидеры этого процесса».

Решение, созданное Generation Gap на хакатоне, заявлено на авторитетный конкурс машинного обучения kaggle. На сегодня команда занимает третье место в общем рейтинге, где соревнуются исследователи со всего мира. Призовой фонд конкурса составляет 80 тысяч долларов.

Специальный приз для команд, занявших первое и второе место, подготовила компания Facebook: с участниками провели интервью на летнюю стажировку в Facebook AI Research. Кроме того, между победителями хакатона будут распределены билеты на международную конференцию NVIDIA GPU Technology Conference 2016.

Параллельно хакатону прошел конкурс Сколково и МФТИ на самую интересную бизнес-идею применения нейросетевых алгоритмов. В состав жюри вошли Альберт Ефимов (Сколково Роботикс), Михаил Бурцев (DeepHackLab), Евгений Легкий и Роман Нестер (Segmento), Владимир Бакутеев и Сергей Ельцов (LiveTex), Евгений Плужник (МТИ) и др. Грант в размере пяти миллионов рублей получила команда Puzzle за проект одноименной системы семантического распознавания объектов в фото и видео на основе глубоких нейронных сетей. Puzzle можно будет применять в системах безопасности и робототехнике. На грант также претендовали стартапы автоматизированного рекрутинга через мессенджеры (Xor), распознавания объектов для встроенной в изображение нативной рекламы (CLEVAPI) и другие.

А обладателями специального приза Фонда «Сколково» была признана команда “Нейросети Ашманова” c проектом http://puzzle.ru.

5

Команда “Нейросети Ашманова”

Станислав Ашманов, один из создателей компании «Нейросети Ашманова».

«Мы делаем программу, которая может понимать, что изображено на фото и видео. Более того, она может описывать это на понятном человеку языке. С помощью такой программы можно автоматизировать задачи видео наблюдения или задачи для социальных сетей. Например, по тем фотографиям, которые человек выложил в свой профиль в социальных сетях, можно понять, что он любит, куда ходит, что носит, есть ли у него домашнее животное и т.д. Эта информация полезна для повышения рекламной конверсии за счет лучшего понимания клиента. Основывается наша программа на технологии deep learning, нейронных сетях, которые быстро могут обрабатывать изображение».

Евгений Легкий, сооснователь Segmento:

«Научить искусственный интеллект распознавать вопросы и отвечать на них — это не просто интересная научная задача, это „горячее“ направление развития рекламных технологий. Через мессенджеры теперь и общаются, и продают: „разговорная коммерция“ готова даже потеснить электронную. Для этого ей потребуются решения, подобные представленным на хакатоне. Мы тоже заинтересованы в командах и специалистах по глубокому обучению. Разработка собственных технологий — один из главных факторов нашей конкурентоспособности».

6
Михаил Бурцев

Михаил Бурцев, к.ф.-м.н. организатор научной школы хакатона:

«Сегодня исследования в области машинного интеллекта переживают уникальный момент, когда от фундаментального научного открытия до продукта, которым пользуются миллионы, один шаг. Только год назад были получены первые результаты по использованию рекуррентных нейронных сетей в вопросно-ответных системах, и уже сегодня все пользователи почты от Google могут воспользоваться функцией автоматической генерации ответа на письмо. Участники хакатона и научной школы получили знания от ведущих ученых и попытались решить одну из наиболее актуальных задач. Нет ни капли сомнения в том, что они станут лидерами начинающейся революции в области ИТ, связанной с машинным интеллектом».

Хакатон прошел при поддержке Викиум, Promobot, NVR, AnyWalker, Deloitte, Datalitic Solutions и Московского Технологического Института. Научную поддержку оказала Лаборатория нейронных систем и глубокого обучения Центра живых систем МФТИ.

Материал подготовлен на основе источников:

http://www.crn.ru/news/detail.php?ID=108327

http://sk.ru/news/b/pressreleases/archive/2016/02/09/v-skolkovo-podveli-itogi-konkursa-v-ramkah-hakatona-deephack-q_2600_a.aspx

 

Источник: ria-ami.ru

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