Lars Mescheder
9 papers · 2017–2020 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (19) π Cross-Pollinator (10)
π
Interdisciplinary Bridge
β
The Questioner
Conferences
CVPR (3)
ICCV (2)
ICML (2)
ECCV (1)
NIPS (1)
Top co-authors
Keywords
generative adversarial network
(4)
3d reconstruction
(3)
implicit representation
(3)
neural network
(2)
convergence analysis
(2)
maximum likelihood
(1)
deep learning
(1)
video generation
(1)
neural rendering
(1)
temporal dynamics
(1)
image synthesis
(1)
function space
(1)
generative model
(1)
shape reconstruction
(1)
eigenvalue analysis
(1)
3d vision
(1)
latent variable
(1)
disentangled representation
(1)
variational autoencoder
(1)
variational inference
(1)
Papers
Differentiable Volumetric Rendering: Learning Implicit 3D Representations Without 3D Supervision
CVPR 2020
Towards Unsupervised Learning of Generative Models for 3D Controllable Image Synthesis
CVPR 2020
Convolutional Occupancy Networks
ECCV 2020
Occupancy Flow: 4D Reconstruction by Learning Particle Dynamics
ICCV 2019
Occupancy Networks: Learning 3D Reconstruction in Function Space
CVPR 2019
Texture Fields: Learning Texture Representations in Function Space
ICCV 2019
Which Training Methods for GANs do actually Converge?
ICML 2018
Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks
ICML 2017
The Numerics of GANs
NIPS 2017