Janne Hellsten
5 papers · 2020–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
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Hot Topic Early Bird
Venues
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Research topics
Deep Learning
(5)
Models
(5)
Computer Vision
(3)
Generation
(3)
Machine Learning
(2)
Architectures
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Core AI
(1)
Learning Types
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Processing
(1)
Techniques
(1)
Keywords
generative adversarial network
(3)
image generation
(3)
video generation
(1)
data augmentation
(1)
image synthesis
(1)
neural network optimization
(1)
signal processing
(1)
dynamic scene
(1)
diffusion model
(1)
latent representation
(1)
latent space
(1)
training dynamics
(1)
temporal consistency
(1)
model optimization
(1)
image quality
(1)
latent code
(1)
limited data
(1)
object motion
(1)
progressive growing
(1)
fid score
(1)
Papers
Analyzing and Improving the Training Dynamics of Diffusion Models
CVPR 2024
Generating Long Videos of Dynamic Scenes
NeurIPS 2022
Alias-Free Generative Adversarial Networks
NeurIPS 2021
Analyzing and Improving the Image Quality of StyleGAN
CVPR 2020
Training Generative Adversarial Networks with Limited Data
NeurIPS 2020