Research output per year
Research output per year
Personal profile
Education/Academic qualification
Tekn. toht., tietotekniikka
Award Date: 25 Aug 2025
Dipl.ins., tietotekniikka
Award Date: 22 Aug 2019
Tekn. kand., teknillinen fysiikka
Award Date: 31 Aug 2016
Fingerprint
Dive into the research topics where Tuomas Kynkäänniemi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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
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Advances in Evaluation Metrics and Sampling Techniques for Generative Image Models
Kynkäänniemi, T., 2025, Aalto University. 131 p.Research output: Thesis › Doctoral Thesis › Collection of Articles
Open Access -
Applying Guidance in a Limited Interval Improves Sample and Distribution Quality in Diffusion Models
Kynkäänniemi, T., Aittala, M., Karras, T., Laine, S., Aila, T. & Lehtinen, J., 2025, Advances in Neural Information Processing Systems 37 (NeurIPS 2024). Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. & Zheng, C. (eds.). Curran Associates Inc., (Advances in Neural Information Processing Systems; vol. 37).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access -
Guiding a Diffusion Model with a Bad Version of Itself
Karras, T., Aittala, M., Kynkäänniemi, T., Lehtinen, J., Aila, T. & Laine, S., 2025, Advances in Neural Information Processing Systems 37 (NeurIPS 2024). Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. & Zhang, C. (eds.). Curran Associates Inc.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access -
The Role of ImageNet Classes in Fréchet Inception Distance
Kynkäänniemi, T., Karras, T., Aittala, M., Aila, T. & Lehtinen, J., 1 May 2023, 11th International Conference on Learning Representations (ICLR 2023). Curran Associates Inc., 26 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access -
Disentangling random and cyclic effects in time-lapse sequences
Härkönen, E., Aittala, M., Kynkäänniemi, T., Laine, S., Aila, T. & Lehtinen, J., 22 Jul 2022, In: ACM Transactions on Graphics. 41, 4, 72.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access7 Citations (Scopus)
Projects
- 1 Finished
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ERC PIPE: Learning Pixel-Perfect 3D Vision and Generative Modeling
Kemppinen, P. (Project Member), Kynkäänniemi, T. (Project Member), Kozlukov, S. (Project Member), Timonen, H. (Project Member), Härkönen, E. (Project Member), Mensah, D. (Project Member), Melekhov, I. (Project Member) & Lehtinen, J. (Principal investigator)
01/05/2020 → 31/08/2025
Project: EU_H2ERC
Prizes
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Best MSc Thesis Award
Kynkäänniemi, T. (Recipient) & Lehtinen, J. (Supervising professor), Sept 2020
Prize: Award or honor granted for a specific work
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