Miika Aittala
15 papers · 2018–2024 · 6 conferences · across top CS/AI conferences
Achievements
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๐ Academic Marathon (6) ๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ Conference Polyglot (6) ๐ Cross-Pollinator (10)
๐บ๏ธ
Taxonomy Completionist
(23)
๐
Interdisciplinary Bridge
๐ค
Dynamic Duo
(11)
๐
Conference Pioneer
๐ฅ
Unstoppable
(7)
๐
Century Club
(15)
๐๏ธ
Keyword Collector
(55)
Conferences
NIPS (7)
ICCV (3)
CVPR (2)
ECCV (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
image generation
(6)
diffusion model
(5)
generative adversarial network
(3)
classifier-free guidance
(2)
convolutional neural network
(2)
image quality
(2)
video generation
(1)
human activity recognition
(1)
network architecture
(1)
image synthesis
(1)
illumination estimation
(1)
neural rendering
(1)
deep learning
(1)
neural network optimization
(1)
data augmentation
(1)
matrix factorization
(1)
generative model
(1)
dynamic scene
(1)
self-supervised learning
(1)
signal reconstruction
(1)
Papers
Guiding a Diffusion Model with a Bad Version of Itself
NIPS 2024
Applying Guidance in a Limited Interval Improves Sample and Distribution Quality in Diffusion Models
NIPS 2024
Analyzing and Improving the Training Dynamics of Diffusion Models
CVPR 2024
Generative Novel View Synthesis with 3D-Aware Diffusion Models
ICCV 2023
The Role of ImageNet Classes in Frรฉchet Inception Distance
ICLR 2023
Elucidating the Design Space of Diffusion-Based Generative Models
NIPS 2022
Generating Long Videos of Dynamic Scenes
NIPS 2022
What You Can Learn by Staring at a Blank Wall
ICCV 2021
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
Computational Mirrors: Blind Inverse Light Transport by Deep Matrix Factorization
NIPS 2019
A Dataset of Multi-Illumination Images in the Wild
ICCV 2019
Burst Image Deblurring Using Permutation Invariant Convolutional Neural Networks
ECCV 2018
Noise2Noise: Learning Image Restoration without Clean Data
ICML 2018