Research output per year
Research output per year
Organisation profile
Profile Information
Artificial Intelligence and Machine Learning
Department of Computer Science Research area
Fundamentals and practical impact of AI on businesses and societies.
AI is a major focus area of Aalto University and the Department of Computer Science. Building on the department's strong tradition that includes neural network pioneers Teuvo Kohonen and Erkki Oja.
Our research contributes both to the fundamentals of AI across its many subfields, as well as to the accelerating practical impact AI has on businesses and societies.
The Department of Computer Science is a key player in the Finnish Center for Artificial Intelligence FCAI, a major ecosystem of academic, private and public sector partners.
Research area webpage: https://www.aalto.fi/en/department-of-computer-science/artificial-intelligence-and-machine-learning
UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. Our work contributes towards the following SDG(s):
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Profiles
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Vikas Garg
- Computer Science Professors - Assistant Professor
- Computer Science - Artificial Intelligence and Machine Learning (AIML) - Assistant Professor
- Professorship Garg Vikas - Assistant Professor
- Department of Computer Science - Assistant Professor
Person: Professors, tenure track
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Wilhelmiina Hämäläinen
- Computer Science Lecturers - Senior University Lecturer
- Computer Science - Artificial Intelligence and Machine Learning (AIML) - Senior University Lecturer
- Computer Science - Computational Life Sciences (CSLife) - Senior University Lecturer
- Lecturer Hämäläinen Wilhelmiina group - Senior University Lecturer
- Department of Computer Science - Senior University Lecturer
Person: Teaching staff
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Eero Hyvönen
- Computer Science Professors - Professor
- Computer Science - Artificial Intelligence and Machine Learning (AIML) - Professor
- Professorship Hyvönen Eero - Professor
- Department of Computer Science - Professor
Person: Professors, tenure track
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AbODE: Ab initio antibody design using conjoined ODEs
Verma, Y., Heinonen, M. & Garg, V., Jul 2023, Proceedings of the 40th International Conference on Machine Learning. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). JMLR, p. 35037-35050 14 p. (Proceedings of Machine Learning Research; vol. 202).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
A Hybrid Generator Architecture for Controllable Face Synthesis
Mensah, D., Kim, N. H., Aittala, M., Laine, S. & Lehtinen, J., 23 Jul 2023, Proceedings - SIGGRAPH 2023 Conference Papers. Spencer, S. N. (ed.). ACM, p. 1-10 10 p. 69Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile3 Downloads (Pure) -
Anchor-Free Action Proposal Network with Uncertainty Estimation
Pehlivan, S. & Laaksonen, J., 2023, Proceedings - 2023 IEEE International Conference on Multimedia and Expo, ICME 2023. IEEE Computer Society, p. 1853-1858 6 p. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2023-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Datasets
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LetterSampo: CKCC
Hyvönen, E. (Supervisor), Leskinen, P. (Creator) & Tuominen, J. (Supervisor), Zenodo, 19 Nov 2021
DOI: 10.5281/zenodo.5970105, https://seco.cs.aalto.fi/projects/rrl/ and 2 more links, https://www.ldf.fi/dataset/ckcc, http://ckcc.huygens.knaw.nl/epistolarium/ (show fewer)
Dataset
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Medieval manuscripts and their migrations: Using SPARQL to investigate the research potential of an aggregated Knowledge Graph
Burrows, T. (Contributor), Cleaver, L. (Contributor), Emery, D. (Contributor), Hyvönen, E. (Creator), Koho, M. (Contributor), Ransom, L. (Contributor), Thomson, E. (Contributor) & Wijsman, H. (Contributor), Zenodo, 21 Dec 2021
DOI: 10.5281/zenodo.5796988, https://zenodo.org/record/5796988
Dataset
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ParliamentSampo Knowledge Graph
Sinikallio, L. (Creator), Leskinen, P. (Creator), Drobac, S. (Creator), Tamper, C. (Creator), Leal, R. (Creator), Tuominen, J. (Creator), Rantala, H. (Creator), La Mela, M. (Creator), Koho, M. (Creator) & Hyvönen, E. (Creator), Zenodo, 2023
DOI: 10.5281/zenodo.7636419, https://zenodo.org/record/7636420
Dataset
Prizes
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Best Student Paper Award at the IEEE ICASSP 2023 Conference
Moliner Juanpere, Eloi (Student prize recipient), Lehtinen, Jaakko (Advisor) & Välimäki, Vesa (Supervising professor), 9 Jun 2023
Prize: Award or honor granted for a specific work
File -
Outstanding Reviewer Award ACL 2021 Conference
Babbar, Rohit (Recipient), 12 Jul 2021
Prize: Award or honor granted for a specific work
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Phase I Finalist in OpenCV AI Competition 2021
Solin, Arno (Recipient), 2021
Prize: Invitation or ranking in competition
Activities
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Collaborative AI for assisting virtual laboratories
Samuel Kaski (Speaker)
2023Activity: Talk or presentation types › Invited academic talk
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University Network for Innovation, Technology and Engineering (External organisation)
Alex Jung (Member)
2023 → …Activity: Memberships (typically long-term positions of trust) › Work for advisory/policy/evaluation group or panel (public/government/UN/EU)
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Pre-examination of doctoral thesis
Jorma Laaksonen (Examiner)
Feb 2022 → Jul 2022Activity: Academic assessments › Pre-examination of doctoral thesis or acting as opponent to doctoral students or membership of doctoral thesis committee or board
Press/Media
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'City should help lead the way to AI future'; Minister takes tour of uni tech centre
10/09/2023
1 item of Media coverage
Press/Media: Media appearance
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How University of Manchester is embracing AI technology
06/09/2023
1 item of Media coverage
Press/Media: Media appearance
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How University of Manchester is embracing AI technology
06/09/2023
1 item of Media coverage
Press/Media: Media appearance