Miika Aittala

6.1k total citations · 1 hit paper
23 papers, 1.4k citations indexed

About

Miika Aittala is a scholar working on Computer Vision and Pattern Recognition, Computer Graphics and Computer-Aided Design and Computational Mechanics. According to data from OpenAlex, Miika Aittala has authored 23 papers receiving a total of 1.4k indexed citations (citations by other indexed papers that have themselves been cited), including 20 papers in Computer Vision and Pattern Recognition, 14 papers in Computer Graphics and Computer-Aided Design and 6 papers in Computational Mechanics. Recurrent topics in Miika Aittala's work include Advanced Vision and Imaging (14 papers), Computer Graphics and Visualization Techniques (14 papers) and Generative Adversarial Networks and Image Synthesis (7 papers). Miika Aittala is often cited by papers focused on Advanced Vision and Imaging (14 papers), Computer Graphics and Visualization Techniques (14 papers) and Generative Adversarial Networks and Image Synthesis (7 papers). Miika Aittala collaborates with scholars based in Finland, United States and United Kingdom. Miika Aittala's co-authors include Jaakko Lehtinen, Frédo Durand, Timo Aila, Tzu‐Mao Li, Tim Weyrich, Tero Karras, Samuli Laine, George Drettakis, Jon Hasselgren and Valentin Deschaintre and has published in prestigious journals such as ACM Transactions on Graphics, Computer Graphics Forum and The Visual Computer.

In The Last Decade

Miika Aittala

23 papers receiving 1.3k citations

Hit Papers

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What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Differentiable Monte Carlo ray tracing through edge sampling

2018 259 citations Tzu‐Mao Li, Miika Aittala et al. ACM Transactions on Graphics profile →

Peers

Countries citing papers authored by Miika Aittala

Since Specialization

Citations

This map shows the geographic impact of Miika Aittala's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Miika Aittala with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Miika Aittala more than expected).

Fields of papers citing papers by Miika Aittala

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Miika Aittala. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Miika Aittala. The network helps show where Miika Aittala may publish in the future.

Co-authorship network of co-authors of Miika Aittala

This figure shows the co-authorship network connecting the top 25 collaborators of Miika Aittala. A scholar is included among the top collaborators of Miika Aittala based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Miika Aittala. Miika Aittala is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Analyzing and Improving the Training Dynamics of Diffusion Models 2024 ·Tero Karras, Miika Aittala, Jaakko Lehtinen, Janne Hellsten, Timo Aila, Samuli Laine	19
2	Guiding a Diffusion Model with a Bad Version of Itself 2024 ·Timo Aila, Miika Aittala, Tero Karras, Tuomas Kynkäänniemi, Samuli Laine, Jaakko Lehtinen	1
3	A Hybrid Generator Architecture for Controllable Face Synthesis 2023 ·Aaltodoc (Aalto University) ·(unknown), (unknown), Miika Aittala, Samuli Laine, Jaakko Lehtinen	2
4	MesoGAN: Generative Neural Reflectance Shells 2023 ·Computer Graphics Forum ·(unknown), Jan Novák, Fabrice Rousselle, Jonathan Granskog, Miika Aittala, Ravi Ramamoorthi, George Drettakis	3
5	Generative Novel View Synthesis with 3D-Aware Diffusion Models 2023 ·Eric R. Chan, Koki Nagano, Matthew A. Chan, Alexander W. Bergman, Jeong Joon Park, (unknown), Miika Aittala, Shalini De Mello, Tero Karras, Gordon Wetzstein	66
6	Disentangling random and cyclic effects in time-lapse sequences 2022 ·ACM Transactions on Graphics ·Erik Härkönen, Miika Aittala, Tuomas Kynkäänniemi, Samuli Laine, Timo Aila, Jaakko Lehtinen	3
7	Video‐Based Rendering of Dynamic Stationary Environments from Unsynchronized Inputs 2021 ·Computer Graphics Forum ·(unknown), Yağız Aksoy, Miika Aittala, Sylvain Paris, (unknown), George Drettakis	1
8	Training Generative Adversarial Networks with Limited Data 2020 ·Neural Information Processing Systems ·Tero Karras, Miika Aittala, Janne Hellsten, Samuli Laine, Jaakko Lehtinen, Timo Aila	40
9	Computational Mirrors: Blind Inverse Light Transport by Deep Matrix Factorization 2019 ·arXiv (Cornell University) ·Miika Aittala, (unknown), (unknown), (unknown), Gregory W. Wornell, Bill Freeman, Frédo Durand	6
10	Noise2Noise: Learning image restoration without clean data 2018 ·Aaltodoc (Aalto University) ·Jaakko Lehtinen, Jacob Munkberg, Jon Hasselgren, Samuli Laine, Tero Karras, Miika Aittala, Timo Aila	208
11	Differentiable Monte Carlo ray tracing through edge sampling breakdown → 2018 ·ACM Transactions on Graphics ·Tzu‐Mao Li, Miika Aittala, Frédo Durand, Jaakko Lehtinen	259
12	Single-image SVBRDF capture with a rendering-aware deep network 2018 ·ACM Transactions on Graphics ·Valentin Deschaintre, Miika Aittala, Frédo Durand, George Drettakis, Adrien Bousseau	156
13	Reflectance modeling by neural texture synthesis 2016 ·ACM Transactions on Graphics ·Miika Aittala, Timo Aila, Jaakko Lehtinen	104
14	Two-shot SVBRDF capture for stationary materials 2015 ·ACM Transactions on Graphics ·Miika Aittala, Tim Weyrich, Jaakko Lehtinen	101
15	Gradient-domain path tracing 2015 ·ACM Transactions on Graphics ·Markus Kettunen, (unknown), Miika Aittala, Jaakko Lehtinen, Frédo Durand, Matthias Zwicker	70
16	Gradient-domain metropolis light transport 2013 ·ACM Transactions on Graphics ·Jaakko Lehtinen, Tero Karras, Samuli Laine, Miika Aittala, Frédo Durand, Timo Aila	68
17	Practical SVBRDF capture in the frequency domain 2013 ·ACM Transactions on Graphics ·Miika Aittala, Tim Weyrich, Jaakko Lehtinen	89
18	Light-weight marker hiding for augmented reality 2010 ·(unknown), Miika Aittala, Sanni Siltanen	21
19	Inverse lighting and photorealistic rendering for augmented reality 2010 ·The Visual Computer ·Miika Aittala	43
20	CAVE for collaborative patient room design: analysis with end-user opinion contrasting method 2009 ·Virtual Reality ·Mikael Wahlström, Miika Aittala, (unknown), (unknown), (unknown), (unknown)	16

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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