November 11th
Day 2. Science and AI Technologies
Timing
Section
Streams
10:00-10:15
Day Opening
Main stage
Alexander Vedyakhin
First Deputy Chairman of the Executive Board, Sberbank
Dmitry Chernyshenko
Deputy Prime Minister of the Russian Federation
10:15-10:45
AI Cloud & Beyond
Main stage
David Rafalovsky
Sber
Greg Lavender
Intel
10:45-11:15
AIRI Presentation
Main stage
Maxim Yeremenko
Sber
Leonid Zhukov
AIRI (Artificial Intelligence Research Institute)
11:15-13:15
Keynote Talks
Main stage
Geometric deep learning: from Euclid to drug design
Michael Bronstein
Imperial College London, Twitter
Complex systems for AI
Tomas Mikolov
CIIRC CTU
The most popular artificial neural networks
Juergen Schmidhuber
IDSIA, AIRI (Artificial Intelligence Research Institute)
Automatic visual recognition: from pixels to machines that see, reason and act
Josef Sivic
CIIRC CTU, ELLIS Unit Prague
11:15-12:15
Expert Talks
AI research stream
Building a server for AI deploy
Mikhail Tsvetkov
Intel
AI based musical style-transfer
Ivan Shanin
Huawei
12:15-13:15
Discussion: «AI for Science, Science for AI»
AI research stream
AI for Science, Science for AI
Albert Yefimov
Sber
Konstantin Novoselov
Russian and British physicist. Nobel Prize laureate, Fellow of the Royal Society of London, International Member of the National Academy of Sciences, Co-chairman of the Sber Scientific Prize Committee
Stanislav Smirnov
Russian and Swiss mathematician, Fields Medal winner. Academic supervisor at the Department of Mathematics and CS of SPbU, Prof. at the University of Geneva and Skoltech, Director of the NCCR SwissMAP. Co-founder of the Sirius Educational Center
Konstantin Anokhin
Russian neurobiologist, Academician of the Russian Academy of Sciences. Director of the Institute for Advanced Brain Research at MSU, Head of the Laboratory for Neurobiology of Memory at P. K. Anokhin Research Institute of Normal Physiology
13:15-13:40
Break
13:40-18:40
Keynote Talks
Main stage
Scalable and Sustainable AI Acceleration for Everyone: Algorithms Train Billion-parameter AI Models on a Commodity CPU faster than Hardware Accelerators
Anshumali Shrivastava
Rice University
Siri, Let Me Introduce Siri: The Connected Future of Artificial Intelligence
Michael Wooldridge
University of Oxford
Deep Problems of Deep Learning
Mikhail Burtsev
AIRI (Artificial Intelligence Research Institute), MIPT
Reinforcement Learning for Real-World System Optimization
Somdeb Majumdar
Intel
Motion Prediction in Robotic Tasks
Gonzalo Ferrer
Skoltech
The Robustness of Deep Networks: A Geometrical Perspective
Evgeny Burnaev
Skoltech, AIRI (Artificial Intelligence Research Institute)
Geometry in Machine learning
Ivan Oseledets
Skoltech
Amazing qualities of the loss function relief in deep learning
Dmitry Vetrov
HSE University, AIRI (Artificial Intelligence Research Institute)
Deploy and Run your Cloud Native AI Apps Anywhere
Mo Haghighi
IBM
13:40-17:00
Sber Session
AI research stream
Dmitrii Krainov
Sber
Multimodal neural networks ruDALLE + ruCLIP
Sergey Markov
Sber
Denis Dimitrov
Sber
Confidential computing & data preparation for AI models’ training
Boris Rabinovich
Sber
AI/ML product delivery. Easy road
Otari Melikishvili
SberCloud
Graphs as the way to boost your business though ML and otherwise
Ilya Pozdnyakov
Sber
Mikhail Stepnov
Sber
Digitize everything. SberOCR
Marat Gazizov
Sber
Stepan Evstifeev
Sber
Adversarial attacks on transactional models
Ivan Kireev
Sber
The conversationalist: what lies behind chitchat in Salute virtual assistants family
Denis Kirjanov
Sber
Contrastive learning on event sequence data
Dmitrii Babaev
Sber, AIRI (Artificial Intelligence Research Institute)
Between interpretability and performance: Why we need GlassBox models
Oleg Travkin
Sber
Python Library SberProcessMining(SberPM)
Andrey Bugaenko
Sber
13:40-18:40
Workshops
Workshops
Mindspore platform for training neural network models
Dmitry Yudin
AIRI (Artificial Intelligence Research Institute), MIPT
Andrey Kochetov
Huawei
Training computer vision models in the Mindspore framework
Vitaliy Bezugliy
MIPT
Andrey Kochetov
Huawei
Code generation technologies today: will we replace the programmers or solve the development problems?
Tatiana Shavrina
Sber, AIRI (Artificial Intelligence Research Institute)
Andrey Kochetov
Huawei
Neuromorphic computing in fundamental research and application development of future magnetometry
Alexandra Bernadotte
Sber
Yulia Sandamirskaya
Intel
Self-supervised learning for sequential data
Alexey Zaytsev
Skoltech
Handwritten Text Recognition
Mark Potanin
Sber
Aleksandr Korotaevskiy
Sber
DeepPavlov in 2021: From NLP Tasks to Dev Tools for Conversational AI
Daniel Kornev
DeepPavlov (MIPT)
DialogFlow Framework: create a smart bot just in a few steps
Denis Kuznetsov
DeepPavlov (MIPT)
Neural-symbolic integration: Scene Representation and Multi-agent Reinforcement Learning
Aleksandr Panov
AIRI (Artificial Intelligence Research Institute), MIPT
Alexey Skrynnik
AIRI (Artificial Intelligence Research Institute)
Learn Together, Stop Apart: a Novel Approach to Ensemble Pruning
Gleb Gusev
Sber, AIRI (Artificial Intelligence Research Institute)
Bulat Ibragimov
AIRI (Artificial Intelligence Research Institute), MIPT
Driving Business Success with Crowdsourcing: Practical Use Cases
Roman Gaev
Yandex
RecSys RePlay Workshop
Alexey Vasilev
Sber
Yan-Martin Tamm
Sber
13:40-15:00
AGI
Technology sections
Anton Kolonin
Aigents, SingularityNET
Challenges of training large-scale neural networks as a significant barrier on the way to Artificial General Intelligence
Vitaly Milke
Bauman MSTU
OOD detection
Maxim Panov
Skoltech
The Future of dialogue systems: new implementations of ruGPT-3
Valery Ternovsky
Sber
Emergent intelligence and distributed stochastic optimization
Konstantin Amelin
Saint Petersburg University
13:40-15:20
NLP
Technology sections
Loran Jacobs
iPavlov
From Alexa Prize Challenge to DeepPavlov DREAM
Dilyara Baymurzina
DeepPavlov (MIPT)
Cross-Lingual Question Answering as Information Retrieval and Text Generation Task
Valentin Malykh
Huawei Moscow Research Center
Low- and No-code instruments for NLP tasks
Prokhor Gladkikh
Sber
Aleksander Korekov
Sber
Beyond Shallow Embeddings of Knowledge Graphs
Michael Galkin
Mila Quebec AI Institute & McGill University
Neural Entity Linking: A Survey of Models Based on Deep Learning
Alexander Panchenko
Skoltech
13:40-15:20
Intel: AI tools for developers
Technology sections
Dmitry Sivkov
Intel
Accelerating inference for fast simulation at CERN with oneAPI
Sofia Vallecorsa
CERN
Intel oneAPI tools in SberCloud ML Space
Vladimir Novozhenov
SberCloud
Project Cable Checker & oneAPI tools
Mikhail Elin
Digital Wave
OpenVINO 2.0 — new NLP opportunities
Alexander Kozlov
Intel
Vasily Shamporov
Intel
15:00-17:00
CV
Technology sections
Dmitry Markov
VisionLabs
Face Recognition Today: Recent Advances and Open Challenges
Sergey Miliaev
VisionLabs
Video analytics for monitoring security in public areas from requirements collection to realization
Vladimir Kravcev
Sber
Alexey Belikov
Sber
Tatyana Voronova
Sber
Image Neural Editing 2021
Roman Suvorov
Samsung AI Center
ISyNet: Design of Pareto-optimal Neural Architecture for Computer Vision tasks on Neural Processor Family
Vladimir Korviakov
Huawei
3D Vision - depth estimation, depth completion and 3D detection
Anton Konushin
Samsung AI Center Moscow, Lomonosov Moscow State University
Neural Network Video Analysis of People's Movements
Daniel Kireev
VisionLabs
15:20-17:05
RecSys
Technology sections
Ivan Kuzmin
Sber
How to get bandits to the bank?
Dmitry Bugaychenko
Sber
Mimicking attention mechanisms for fast and accurate sequential recommendations
Evgeny Frolov
Skoltech
Improving Long-Term Functioning of a Recommendation System using RL
Alexander Fritzler
Yandex
OpenRecSys benchmark
Alexey Vasilev
Sber
Alexey Natekin
Data Souls, Open Data Science
Optimization of machine learning and graph analysis algorithms on processors with ARM architecture for Apache Spark clusters
Stanislav Moiseev
Huawei
15:20-18:55
AI in Russia
Technology sections
Langrange сharacteristics application in Pacific Ocean open water for short-term catch location prediction by airborne traps
Vladimir Kulik
Pacific Branch of the Russian Federal Research Institute of Fisheries and Oceanography
Machine learning for pelagic fishing support in the Northwest Pacific
Igor Chernienko
Far Eastern Branch, Russian Academy of Sciences, V.I. Il'ichev Pacific Oceanological Institute
Why is it important to explain a loan decline to the client?
Igor Barkhatov
Sber
Automatic recognition of objects in images using the DLgram cloud service
Andrey Matveev
Novosibirsk State University
AI: at the intersection of science and technology
Tatiana Zobnina
Naumen
Neuromorphic intelligent systems based on models of spike neural networks of the brain
Victor Kazantsev
IKBFU, Lobachevsky University (UNN), Innopolis University
Explainable AI: How to gain trust in Machine Learning-based solutions
Andrey Derevyanka
EPAM Systems
Photonics for smart home and smart city
Victor Soifer
Samara National Research University
How to open the AI black box?
Tatiana Gavrilova
Saint Petersburg University
AI-based Optimal Control for Energy Storage Systems
Ovanes Petrosian
Saint Petersburg University
MDMMT: Multi-domain Multi-modal Transformer — SotA Solution for Video Retrieval Task
Maksim Dzabraev
Huawei
Workout control
Petr Vol'nov
ITMO University
Does AI dream of evolution?
Anna Kalyuzhnaya
ITMO University
AI in Energy
Maxim Shcherbakov
Volgograd State Technical University (VSTU)
Intelligent Patent Processing
Alla Kravets
Volgograd State Technical University (VSTU)
17:00-18:40
AIRI Session
AI research stream
AI for Materials Science & Sustainable Energy
Semen Budennyy
AIRI (Artificial Intelligence Research Institute)
Computer-aided approaches for vaccine design
Nikita Ivanisenko
AIRI (Artificial Intelligence Research Institute)
Using AI to interpret non-coding variants in the human genome
Veniamin Fishman
AIRI (Artificial Intelligence Research Institute)
Ab initio AI
Arthur Kadurin
AIRI (Artificial Intelligence Research Institute)
Efficient Deep Active Learning for Text Processing. The New Old Way to Deal with Annotated Data Scarcity
Artem Shelmanov
AIRI (Artificial Intelligence Research Institute)
Akim Tsvigun
Sber
17:00-18:40
AutoML
Technology sections
Open source AutoML benchmark
Alexander Ryzhkov
Sber
Alexey Natekin
Data Souls, Open Data Science
Pyboost: Research tool to explore gradient boosting
Anton Vakhrushev
Sber
Leonid Iosipoi
AIRI (Artificial Intelligence Research Institute)
AutoML and deep learning for tabular data processing
Ivan Bondarenko
Huawei Novosibirsk Research Center
FEDOT - open-source evolutionary AutoML for composite pipelines
Nikolay Nikitin
ITMO University
17:05-18:40
Speech Analytics
Technology sections
Dmitry Dyrmovsky
Speech Technology Center
Voice biometrics in uncontrolled conditions
Alexey Sholokhov
Huawei
Out of call center: new challenges for speech analytics
Oleg Petrov
Speech Technology Center
Voice Scoring. What can we get from dialogues with the client?
Alexander Demidov
ActiveBusinessConsult
AI in telemarketing or a Robot that knows what you need
Elena Larina
Sber
Using unlabeled data in speech recognition tasks
Nikita Semenov
MTS AI
18:40-19:55
AIIJC Awards
Main stage
19:55-20:00
Day Closure
Main stage
