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Conference program

The program is preliminary, subject to change. We recommend you register, to receive notifications about program updates.

Moscow time.

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3 december
DAY 1. SCIENCE DAY, AI TECHNOLOGY
Timing
Section
Streams
10:00-10:30
Welcoming remarks
10:30-13:00
Keynote Talk
KEYNOTE TALK
Neuromorphic compute theory
Our Decade of Deep Learning
13:00-13:30
Break
13:30-15:30
Keynote Talk. Short Talks/Demos
AGI
Vaulting to the Lead in the AGI Race via General Principles of General Intelligence
General AI
Data Structures and Languages for General Intelligence
On artificial general intelligence definition once again
On the way to AGI
Generalizing machine learning
13:30-15:30
Keynote Talk. Short Talks/Demos
CV
Security and privacy in machine learning
Visual Artificial Intellegence: Promises and Challenges
On-device gestures recognition on SberPortal
Democratizing AI (with a focus on Computer Vision)
Classification of animal photos captured by camera traps
Deep learning models for interactive instance segmentation
13:30-15:30
Keynote Talk. Short Talks/Demos
RECSYS
Evolution of recommender systems: yesterday, today, tomorrow
Hyperbolic Geometry and Recommender Systems
Trends in Recommender Systems: An Overview of Articles with ICML, KDD and RecSys
13:30-15:30
Keynote Talk. Short Talks/Demos
SPEECH ANALYTICS & TECHS
SST: from 0 to production in 5 slides
Out of call center: new R&D challenges
13:30-15:30
Keynote Talk. Short Talks/Demos
NEW ML METHODS
Complex Question Answering over Knowledge Graphs
Continual learning of generative models: new challenges and perspectives
Quantum superiority
New Approaches to Implementing Machine Learning: ML in the Cloud
Distributed training of machine learning models on the Christofari supercomputer
15:30-17:30
Keynote Talk. Short Talks/Demos
NLP BY MTS
From NLP to AGI: Multiskill Conversational AI
Adversarial attacks: why there are dangerous for NLP models?
15:30-17:30
Keynote Talk. Short Talks/Demos
AI TOOLS FROM INTEL
xPU: architectural variety for AI workloads
Intel OpenVINO: neural network inference SW accelerator
Intel oneAPI for xPU: no transistor left behind
Intel SW tools for AI
15:30-17:30
Keynote Talk. Short Talks/Demos
CAN MACHINES THINK? – 70!
The Allure of a Thinking Machine
Can machines think?
15:30-17:30
Keynote Talk. Short Talks/Demos
DS&AI IN SBER AND ECOSYSTEM
How AI is transforming business. Real cases
15:30-17:30
Keynote Talk. Short Talks/Demos
STARTUPS
17:30-18:30
Q&A with the keynote speakers
18:30-19:00
Day closure
4 december
DAY 2. SOCIETY, GOVERNMENT, BUSINESS.
Timing
Section
Streams
10:00-10:30
Opening of the day
11:00-13:00
Keynote Talk
KEYNOTE TALK
Eliminating Bias in the Deployment of Machine Learning
Virtuous Cycle of AI
Inspiring Global Business & Economic Reset
13:00-14:00
Main discussion of the conference
14:30-16:30
Keynote Talk. Short Talks/Demos
AI IN FINANCE
The Journey to Responsible AI
Graph neural networks, Uncertainty estimation
AI safety in Finance
How to reduce AI-projects’ time-to-market in banking & finance
14:30-16:30
Keynote Talk. Short Talks/Demos
AI IN HEALTHCARE
Accelerating Digital Transformation in Healthcare
Can we trust AI in clinics? Reliability of datasets and labelling.
AI in medicine. Artificial intelligence in the cloud: high-speed computing for medical data analysis
Possibilities of using speech technologies in medicine
Cancer data mining platform
14:30-16:30
Keynote Talk. Short Talks/Demos
AI IN INDUSTRY
Application of autonomous driving technologies in agriculture and rail transport
AI in oil & gas: between science and industry
AI in industry. How to use data in an enterprise — the example of the case with the Mikron and Uralchem factories
Artificial Intelligence in Upstream Oil and Gas
AI-assisted selection and optimization of engine oil formulations
14:30-16:30
Keynote Talk. Short Talks/Demos
AI FOR SOCIAL GOOD
AI for humans: social issue is just a World AI & Data Challenge
14:30-18:30
Keynote Talk. Short Talks/Demos
AI AND REGULATORY FRAMEWORKS/ETHICS
Trusted AI
16:30-18:30
Keynote Talk. Short Talks/Demos
AI IN RETAIL
Future of marketing: leveraging AI for better consumer understanding
Optimizing product photo retouching process for E-commerce and D2C brands with AI
Good analytics and promo optimization empowered by AI
16:30-18:30
Keynote Talk. Short Talks/Demos
AI IN EDUCATION
Empower Education thru AI
Intel® AI For Youth, Global AI Readiness Program
How AI changes modern textbooks
16:30-18:30
Smart Cities
SMART CITIES
Smart cities
A smart city that can see, hear and understand its inhabitants
19:15-19:30
Day closure
5 december AIJ JUNIOR
DAY 3. AIJ JUNIOR.
Timing
Section
Streams
10:00-10:30
Opening of the day
10:30-11:30
Open AI lesson
11:30-12:15
Keynote Talk — Creative AI
Creative AI
12:15-12:30
Break
12:30-14:30
Online Quest: Discover the AI World
14:30-15:00
Break
15:00-16:30
AI master class (based on Sberklass)
16:30-17:30
Keynote Talk — AI in Gaming Today and Tomorrow
17:30-18:15
AIJ Contest Awards + Junior edition (LIVE)
18:15-18:30
Closing the conference
5 december
DAY 3. REGIONAL MARATHON.
Timing
Section
Streams
10:00-10:30
Opening of the day
10:30-11:30
Vladivostok
AI in cybersecurity: Evolution
How schools might cape with new era, when any student can download any homework
Fast development of the applied speech-to-text translator for particular domain
Speaker diarisation with NN into the extremely noisy and chaotic area
11:30-12:30
Novosibirsk
Voice-speech signal characteristics objectification
12:30-13:30
Ekaterinburg
Development and training on the base of GPT2 a russian-language service for the synthetic generation of fully connected texts on various business topics
SKU and price image recognition for retail
Moral AI: Is it easier to de-biasing AI systems than de-biasing humans?
Is U-Net a 'Silver Bullet' in Biomedical Applications?
14:00-15:00
Volgograd
15:00-16:00
Samara
16:00-16:45
Kaliningrad
16:45-18:15
St. Petersburg
Overlapping speech diarization: from clustering to Target-Speaker VAD
Earch and stratosphere. How to bring the practice and science of aftificial intelligence closer together
Implementation of AI projects in the field of computer vision: from data collection to built-in systems
Data analysis and parallel computing in educational projects at SPbPU
Real-time data streaming technologies for AI-based autonomous systems
Unlocking The Business Benefits Of Neural Machine Translation
18:15-18:30
Closing the conference
Automated Decision   Support & Scoring    Natural Language Processing    Computer Vision     Automated Decision   Support & Scoring    Natural Language Processing     Computer Vision     speech analytics
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