Samuli Laine
13 papers · 2018–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (10)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
🤝
Dynamic Duo
(13)
🚀
Conference Pioneer
🔥
Unstoppable
(7)
💎
Century Club
(13)
Conferences
NIPS (7)
CVPR (3)
ICML (2)
ICLR (1)
Top co-authors
Keywords
image generation
(9)
generative adversarial network
(5)
diffusion model
(4)
latent space
(2)
image quality
(2)
self-supervised learning
(2)
classifier-free guidance
(2)
text-to-image synthesis
(1)
neural network optimization
(1)
network architecture
(1)
deep learning
(1)
image denoising
(1)
signal processing
(1)
signal reconstruction
(1)
image synthesis
(1)
style transfer
(1)
convolutional neural network
(1)
data augmentation
(1)
generative model
(1)
gaussian noise
(1)
Papers
Guiding a Diffusion Model with a Bad Version of Itself
NIPS 2024
Analyzing and Improving the Training Dynamics of Diffusion Models
CVPR 2024
Applying Guidance in a Limited Interval Improves Sample and Distribution Quality in Diffusion Models
NIPS 2024
StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis
ICML 2023
Elucidating the Design Space of Diffusion-Based Generative Models
NIPS 2022
Alias-Free Generative Adversarial Networks
NIPS 2021
Analyzing and Improving the Image Quality of StyleGAN
CVPR 2020
Training Generative Adversarial Networks with Limited Data
NIPS 2020
A Style-Based Generator Architecture for Generative Adversarial Networks
CVPR 2019
High-Quality Self-Supervised Deep Image Denoising
NIPS 2019
Improved Precision and Recall Metric for Assessing Generative Models
NIPS 2019
Progressive Growing of GANs for Improved Quality, Stability, and Variation
ICLR 2018
Noise2Noise: Learning Image Restoration without Clean Data
ICML 2018