Jaakko Lehtinen

About Jaakko Lehtinen

Jaakko Lehtinen, With an exceptional h-index of 42 and a recent h-index of 34 (since 2020), a distinguished researcher at Aalto-yliopisto, specializes in the field of computer graphics, computer vision, machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Applying Guidance in a Limited Interval Improves Sample and Distribution Quality in Diffusion Models

Forecasting EEG time series with WaveNet

Analyzing and improving the training dynamics of diffusion models

Three-dimensional tomography reconstruction pipeline

Generative adversarial neural network assisted video reconstruction

Progressive modification of generative adversarial neural networks

Three-dimensional model recovery from two-dimensional images

A Hybrid Generator Architecture for Controllable Face Synthesis

Jaakko Lehtinen Information

University

Position

Associate Professor & Distinguished Research Scientist NVIDIA

Citations(all)

24142

Citations(since 2020)

21963

Cited By

6980

hIndex(all)

42

hIndex(since 2020)

34

i10Index(all)

66

i10Index(since 2020)

54

Email

University Profile Page

Google Scholar

Jaakko Lehtinen Skills & Research Interests

computer graphics

computer vision

machine learning

Top articles of Jaakko Lehtinen

Applying Guidance in a Limited Interval Improves Sample and Distribution Quality in Diffusion Models

arXiv preprint arXiv:2404.07724

2024/4/11

Tuomas Kynkäänniemi
Tuomas Kynkäänniemi

H-Index: 1

Jaakko Lehtinen
Jaakko Lehtinen

H-Index: 27

Forecasting EEG time series with WaveNet

bioRxiv

2024

Analyzing and improving the training dynamics of diffusion models

arXiv preprint arXiv:2312.02696

2023/12/5

Jaakko Lehtinen
Jaakko Lehtinen

H-Index: 27

Three-dimensional tomography reconstruction pipeline

2023/10/17

Generative adversarial neural network assisted video reconstruction

2023/10/3

Progressive modification of generative adversarial neural networks

2023/9/19

Three-dimensional model recovery from two-dimensional images

2023/8/22

A Hybrid Generator Architecture for Controllable Face Synthesis

2023/7/23

Nam Hee Kim
Nam Hee Kim

H-Index: 14

Jaakko Lehtinen
Jaakko Lehtinen

H-Index: 27

Solving audio inverse problems with a diffusion model

2023/6/4

Jaakko Lehtinen
Jaakko Lehtinen

H-Index: 27

Vesa Välimäki
Vesa Välimäki

H-Index: 23

Generating images of object motion using one or more neural networks

2023/5/11

Generative adversarial neural network assisted compression and broadcast

2023/4/11

Smoothing regularization for a generative neural network

2023/4/4

Generative adversarial neural network assisted reconstruction

2023/3/21

Weight demodulation for a generative neural network

2023/3/14

Invertible Hierarchical Generative Model for Images

Transactions on Machine Learning Research

2023

Jaakko Lehtinen
Jaakko Lehtinen

H-Index: 27

Data-driven Pixel Filter Aware MIP Maps for SVBRDFs

2023

Jaakko Lehtinen
Jaakko Lehtinen

H-Index: 27

Systems and methods for training neural networks with sparse data

2022/12/22

Fused processing of a continuous mathematical operator

2022/12/22

Generative neural networks with reduced aliasing

2022/12/22

Generating long videos of dynamic scenes

Advances in Neural Information Processing Systems

2022/12/6

Jaakko Lehtinen
Jaakko Lehtinen

H-Index: 27

See List of Professors in Jaakko Lehtinen University(Aalto-yliopisto)

Co-Authors

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