Miika Aittala
15 papers · 2018–2024 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (22) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint
🤝
Dynamic Duo
(11)
🚀
Conference Pioneer
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
🗃️
Keyword Collector
(59)
Top co-authors
Research topics
Deep Learning
(12)
Models
(11)
Machine Learning
(9)
Computer Vision
(8)
Generation
(6)
Application Areas
(4)
Architectures
(3)
Processing
(3)
Techniques
(3)
Artificial Intelligence
(2)
Core AI
(2)
Core Methods
(2)
Optimization & Theory
(2)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Keywords
image generation
(7)
diffusion model
(5)
generative adversarial network
(3)
image quality
(2)
convolutional neural network
(2)
classifier-free guidance
(2)
human activity recognition
(1)
image synthesis
(1)
matrix factorization
(1)
data augmentation
(1)
self-supervised learning
(1)
illumination estimation
(1)
neural rendering
(1)
deep learning
(1)
image restoration
(1)
feature space
(1)
signal reconstruction
(1)
video classification
(1)
dynamic scene
(1)
signal processing
(1)
Papers
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
NeurIPS 2024
Guiding a Diffusion Model with a Bad Version of Itself
NeurIPS 2024
Generative Novel View Synthesis with 3D-Aware Diffusion Models
ICCV 2023
The Role of ImageNet Classes in Fréchet Inception Distance
ICLR 2023
Elucidating the Design Space of Diffusion-Based Generative Models
NeurIPS 2022
Generating Long Videos of Dynamic Scenes
NeurIPS 2022
Alias-Free Generative Adversarial Networks
NeurIPS 2021
What You Can Learn by Staring at a Blank Wall
ICCV 2021
Analyzing and Improving the Image Quality of StyleGAN
CVPR 2020
Training Generative Adversarial Networks with Limited Data
NeurIPS 2020
A Dataset of Multi-Illumination Images in the Wild
ICCV 2019
Computational Mirrors: Blind Inverse Light Transport by Deep Matrix Factorization
NeurIPS 2019
Burst Image Deblurring Using Permutation Invariant Convolutional Neural Networks
ECCV 2018
Noise2Noise: Learning Image Restoration without Clean Data
ICML 2018