Computationally efficient dynamic neural networks
2023/49/N/ST6/02513
Keywords
Descriptors
- ST6_11: Uczenie maszynowe, statystyczne przetwarzanie danych i zastosowania w przetwarzaniu sygnałów (np. mowy, obrazów, filmów)
- ST6_07: Sztuczna inteligencja, systemy inteligentne i wieloagentowe
Panel
ST6 – Computer science and informatics: informatics and information systems, computer science, scientific computing, intelligent systems
Host institution
IDEAS NCBR Sp. z o.o.
Voivodeship: mazowieckie
Principal investigator (from the host institution)
Number of co-investigators in the project: 2
Call
PRELUDIUM 22 – announced on 2023-03-16
- Amount awarded
- 53 070 PLN
- Project start date
- 2024-01-24
- Project end date
- 2025-01-23
- Project duration
- 12 months (the same as in the proposal)
- Project status
- Project settled
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
Articles in post-conference publications (2)
-
Exploiting Activation Sparsity with Dense to Dynamic-k Mixture-of-Experts Conversion
- Authors:
- Filip Szatkowski, Bartosz Wójcik, Mikołaj Piórczyński, Simone Scardapane
- Conference:
- Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Main Conference Track (year: 2025, volume: -, pages: -), Publisher: -
- Date:
- conference 10-15.12.2024
- Status:
- Published
- DOI:
- link to the publication
-
Adaptive Computation Modules: Granular Conditional Computation for Efficient Inference
- Authors:
- Bartosz Wójcik, Alessio Devoto, Karol Pustelnik, Pasquale Minervini, Simone Scardapane
- Conference:
- AAAI Technical Track on Machine Learning VI (year: 2025, volume: The 39th Annual AAAI Conference on Artificial Intelligence, pages: 21510-21518), Publisher: -
- Date:
- conference 27.02.2025 - 04.03.2025
- Status:
- Published
- DOI:
- 10.1609/aaai.v39i20.35453 – link to the publication