Miika Aittala

Computer Science · Physical Sciences

24h-index6.1kcitations50works7.52yr avg
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Research Topics

Advanced Vision and Imaging(24), Computer Graphics and Visualization Techniques(22), Generative Adversarial Networks and Image Synthesis(16), 3D Shape Modeling and Analysis(7), Image Enhancement Techniques(7)

Publications50 total

Elucidated Rolling Diffusion Models for Probabilistic Forecasting of Complex Dynamics
arXiv (Cornell University)·2025Open Access
Analyzing and Improving the Training Dynamics of Diffusion Models
2024· 43 cited
Guiding a Diffusion Model with a Bad Version of Itself
arXiv (Cornell University)·2024Open Access
Applying Guidance in a Limited Interval Improves Sample and Distribution Quality in Diffusion Models
arXiv (Cornell University)·2024· 1 citedOpen Access
Applying Guidance in a Limited Interval Improves Sample and Distribution Quality in Diffusion Models
2024
Guiding a Diffusion Model with a Bad Version of Itself
2024· 1 cited
Analyzing and Improving the Training Dynamics of Diffusion Models
arXiv (Cornell University)·2023Open Access
Generative Novel View Synthesis with 3D-Aware Diffusion Models
2023· 131 cited
A Hybrid Generator Architecture for Controllable Face Synthesis
2023· 4 citedOpen Access
MesoGAN: Generative Neural Reflectance Shells
Computer Graphics Forum·2023· 5 citedOpen Access
Generative Novel View Synthesis with 3D-Aware Diffusion Models
arXiv (Cornell University)·2023· 8 citedOpen Access
Simulator-Based Self-Supervision for Learned 3D Tomography Reconstruction
arXiv (Cornell University)·2022Open Access
eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers
arXiv (Cornell University)·2022· 223 citedOpen Access
Disentangling Random and Cyclic Effects in Time-Lapse Sequences
arXiv (Cornell University)·2022Open Access
Disentangling random and cyclic effects in time-lapse sequences
ACM Transactions on Graphics·2022· 5 citedOpen Access
Generating Long Videos of Dynamic Scenes
arXiv (Cornell University)·2022· 25 citedOpen Access
Elucidating the Design Space of Diffusion-Based Generative Models
arXiv (Cornell University)·2022· 306 citedOpen Access
The Role of ImageNet Classes in Fréchet Inception Distance
Aaltodoc (Aalto University)·2022· 44 citedOpen Access
Alias-Free Generative Adversarial Networks
arXiv (Cornell University)·2021· 3 citedOpen Access
What You Can Learn by Staring at a Blank Wall
2021 IEEE/CVF International Conference on Computer Vision (ICCV)·2021Open Access
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Frequent Co-authors

Jaakko Lehtinen(29), Samuli Laine(22), Tero Karras(21), Timo Aila(21), Frédo Durand(14), Janne Hellsten(8), Tuomas Kynkäänniemi(7), George Drettakis(5), Jacob Munkberg(4), Jon Hasselgren(4), Erik Härkönen(4), Markus Kettunen(3), Marco Manzi(3), Matthias Zwicker(3), Tzu‐Mao Li(2), Valentin Deschaintre(2), Adrien Bousseau(2), Arash Vahdat(2), Karsten Kreis(2), Ming-Yu Liu(2)