Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

Keywords

Equipment

Delete all

Dynamic Neural Networks for Efficient Machine Learning

2022/45/B/ST6/02817

Keywords:

machine learning deep neural networks conditional computations in neural networks

Descriptors:

  • ST6_011:
  • ST6_007:

Panel:

ST6 - Computer science and informatics: informatics and information systems, computer science, scientific computing, intelligent systems

Host institution :

Politechnika Warszawska, Wydział Elektroniki i Technik Informacyjnych

woj. mazowieckie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr hab. Tomasz Trzciński 

Number of co-investigators in the project: 4

Call: OPUS 23 - announced on 2022-03-28

Amount awarded: 1 261 480 PLN

Project start date (Y-m-d): 2023-01-09

Project end date (Y-m-d): 2027-01-08

Project duration:: 48 months (the same as in the proposal)

Project status: Pending project

Project description

Download the project description in a pdf file

Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.

Information in the final report

  • Publication in academic press/journals (1)
  • Articles in post-conference publications (3)
  1. Zero time waste in pre-trained early exit neural networks
    Authors:
    Bartosz Wójcik, Marcin Przewiȩźlikowski, Filip Szatkowski, Maciej Wołczyk, Klaudia Bałazy, Bartłomiej Krzepkowski, Igor Podolak, Jacek Tabor, Marek Śmieja, Tomasz Trzciński
    Academic press:
    Neural Networks (rok: 2023, tom: 168, strony: 580-601), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.003 - link to the publication
  1. Hypernetworks Build Implicit Neural Representations of Sounds
    Authors:
    Filip Szatkowski, Karol J. Piczak, Przemysław Spurek, Jacek Tabor & Tomasz Trzciński
    Conference:
    Joint European Conference on Machine Learning and Knowledge Discovery in Databases (rok: 2023, tom: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2023, strony: https://2023.ecmlpkdd.org/), Wydawca: Springer Nature
    Data:
    konferencja 18-22.09.2023
    Status:
    Published
    DOI:
    10.1007/978-3-031-43421-1_39 - link to the publication
  2. Hypernetworks Build Implicit Neural Representations of Sounds
    Authors:
    Filip Szatkowski, Karol J. Piczak, Przemysław Spurek, Jacek Tabor & Tomasz Trzciński
    Conference:
    Joint European Conference on Machine Learning and Knowledge Discovery in Databases (rok: 2023, tom: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2023, strony: https://2023.ecmlpkdd.org/), Wydawca: Springer Nature
    Data:
    konferencja 18-22.09.2023
    Status:
    Published
    DOI:
    10.1007/978-3-031-43421-1_39 - link to the publication
  3. Active Visual Exploration Based on Attention-Map Entropy
    Authors:
    Adam Pardyl, Grzegorz Rypeść, Grzegorz Kurzejamski, Bartosz Zieliński, Tomasz Trzciński.
    Conference:
    Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence Main Track (rok: 2023, tom: International Joint Conference on Artificial Intelligence, strony: 1303-1311), Wydawca: International Joint Conferences on Artificial Intelligence Organization
    Data:
    konferencja 19th-25th August 2023
    Status:
    Published
    DOI:
    10.24963/ijcai.2023/145 - link to the publication

O Narodowym Centrum Nauki

Finansowanie nauki

Współpraca zagraniczna

Centrum prasowe

Deklaracja dostępności
Przetwarzanie danych osobowych
Polityka cookies

Partnerzy