Martin Engelcke
6 papers · 2018–2022 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (11) π Conference Polyglot (5) π£ Hot Topic Early Bird π§ Keyword Pioneer π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(14)
π₯
Unstoppable
(5)
Conferences
NIPS (2)
CVPR (1)
ICLR (1)
ICML (1)
JMLR (1)
Top co-authors
Keywords
permutation invariance
(2)
embedding learning
(1)
video generation
(1)
universal approximation
(1)
deep learning
(1)
stick-breaking process
(1)
convolutional neural network
(1)
latent space
(1)
scene generation
(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)
deep set
(1)
physical plausibility
(1)
unsupervised object segmentation
(1)
Papers
Universal Approximation of Functions on Sets
JMLR 2022
GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement
NIPS 2021
RELATE: Physically Plausible Multi-Object Scene Synthesis Using Structured Latent Spaces
NIPS 2020
GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations
ICLR 2020
On the Limitations of Representing Functions on Sets
ICML 2019
3D Semantic Segmentation With Submanifold Sparse Convolutional Networks
CVPR 2018