Martin Engelcke
6 papers · 2018–2022 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Keywords
permutation invariance
(2)
scene generation
(2)
embedding learning
(1)
video generation
(1)
universal approximation
(1)
deep learning
(1)
stick-breaking process
(1)
generative model
(1)
gaussian mixture model
(1)
convolutional neural network
(1)
latent space
(1)
object-centric representation
(1)
3d point cloud
(1)
multi-object scene
(1)
set function
(1)
differentiable clustering
(1)
universal function representation
(1)
continuous mapping
(1)
embedding clustering
(1)
scene editing
(1)
Papers
Universal Approximation of Functions on Sets
JMLR 2022
GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement
NeurIPS 2021
GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations
ICLR 2020
RELATE: Physically Plausible Multi-Object Scene Synthesis Using Structured Latent Spaces
NeurIPS 2020
On the Limitations of Representing Functions on Sets
ICML 2019
3D Semantic Segmentation With Submanifold Sparse Convolutional Networks
CVPR 2018