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1 642 (0,146s) •

Project

Probabilistic Graphical Models and Deep Learning (GA16-05872S)

of artificial intelligence that actually "works". Graphical models and deep learning are two in practice. Deep learning is the result of a very recent revolution that has shown be seen as graphical models. However...

IN - Informatika

  • 2016 - 2018
    • •
  • 5 303 tis. Kč
    • •
  • 4 262 tis. Kč
    • •
  • GA ČR
Project

Deep relational learning (GA17-26999S)

We propose to develop methods for deep learning from structured data the ability of deep learning to create systems of relevant auxiliary concepts analogies of deep learning techniques in the pure...

JD - Využití počítačů, robotika a její aplikace

  • 2017 - 2019
    • •
  • 5 125 tis. Kč
    • •
  • 4 369 tis. Kč
    • •
  • GA ČR
Project

Deep Learning Methods in Speech Synthesis as a Source of Innovation in Language Learning (EG19_262/0020235)

The project deals with research and development of new methods of computer speech synthesis using deep learning methods for voice generation using neural networks. Speech synthesis based on these networks will allow easier, more ext...

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2020 - 2023
    • •
  • 12 118 tis. Kč
    • •
  • 0 tis. Kč
    • •
  • MPO
Project

Deep-Learning Approach to Topographical Image Analysis (LTAIZ19004)

The aim of the project is to research completely new approaches based on deep learning (DL) to the fusion of multimodal data sources that are suitable for visual geo-localization. These are mainly photos / videos taken with a conven...

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2019 - 2022
    • •
  • 4 478 tis. Kč
    • •
  • 3 828 tis. Kč
    • •
  • MŠMT
Project

Uncertainty Quantification for Machine Learning Models Applied to Photoplethysmography Signals (9B23006)

The overall objective is to provide trustworthy machine learning models for analysing photoplethysmography signals in a medical context, by developing methods for the quantification of uncertainty in supervised machine learning and ...

Cell biology

  • 2023 - 2026
    • •
  • 4 344 tis. Kč
    • •
  • 2 172 tis. Kč
    • •
  • MŠMT
Project

Taming the tail risks in financial markets with data-driven methods (GA24-11555S)

The project will develop a new family of models for identification of tail risks in financial markets from possibly large datasets using deep learning character and will open number of questions. Specifically, we aim to explore how ...

Applied Economics, Econometrics

  • 2024 - 2026
    • •
  • 6 606 tis. Kč
    • •
  • 6 606 tis. Kč
    • •
  • GA ČR
Project

Exploring International Expansion Strategies for Deep Reinforcement Learning-based Advanced Production Planning and Scheduling Software (TQ04000016)

The main objective is to prepare a feasibility study for expansion strategy into the EU region for our advanced production planning solution based on deep reinforcement learning and to determine the first target EU country to expand...

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2023 - 2024
    • •
  • 1 304 tis. Kč
    • •
  • 652 tis. Kč
    • •
  • TA ČR
Project

Person recognition from video using accelerated hardware and deep learning (VI20172019086)

This project deals with the research and development of a product with trade name “CamBrain”, which will be used to extend current camera systems for capabilities of analysis and identification of dangerous persons and their recognition in monitored ...

JA - Elektronika a optoelektronika, elektrotechnika

  • 2017 - 2019
    • •
  • 13 866 tis. Kč
    • •
  • 12 020 tis. Kč
    • •
  • MV
Project

Compositional Architectures for Pattern Recognition (GA19-09967S)

Artificial neural networks nowadays enjoy a renaissance under the name deep learning. It was ignited by the unexpected discovery that deep enough networks trained realized this, one can consider other compositional machine ...

Robotics and automatic control

  • 2019 - 2022
    • •
  • 7 127 tis. Kč
    • •
  • 7 127 tis. Kč
    • •
  • GA ČR
Project

Learning Universal Visual Representation with Limited Supervision (GM21-28830M)

. Representation models will be trained with deep learning, which is typically demanding of the project is to propose new ways for designing and learning universal multi-purpose of the representation space in semi-supervise...

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2021 - 2025
    • •
  • 19 677 tis. Kč
    • •
  • 19 677 tis. Kč
    • •
  • GA ČR
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