Sotabase

Career

· Co-Founder and Senior Scientist, Oumi.ai2024–
· Research Scientist, Creative Vision Team, Snap Inc.2021–
· PhD in Computer Science, Stanford University
· Head of Applied Research, Steel Perlot

Publications (36)

Learning Representations and Generative Models for 3D Point Clouds
International Conference on Machine Learning · 2017
1,596
cited
ReferIt3D: Neural Listeners for Fine-Grained 3D Object Identification in Real-World Scenes
European Conference on Computer Vision · 2020
416
cited
ArtEmis: Affective Language for Visual Art
Computer Vision and Pattern Recognition · 2021
156
cited
Representation Learning and Adversarial Generation of 3D Point Clouds
arXiv.org · 2017
91
cited
Shapeglot: Learning Language for Shape Differentiation
IEEE International Conference on Computer Vision · 2019
86
cited
Composite Shape Modeling via Latent Space Factorization
IEEE International Conference on Computer Vision · 2019
66
cited
Quantized GAN for Complex Music Generation from Dance Videos
European Conference on Computer Vision · 2022
57
cited
NeROIC
ACM Transactions on Graphics · 2022
46
cited
PartGlot: Learning Shape Part Segmentation from Language Reference Games
Computer Vision and Pattern Recognition · 2021
34
cited
ScanEnts3D: Exploiting Phrase-to-3D-Object Correspondences for Improved Visio-Linguistic Models in 3D Scenes
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2022
33
cited
Limit Shapes – A Tool for Understanding Shape Differences and Variability in 3D Model Collections
Computer graphics forum (Print) · 2019
30
cited
Affection: Learning Affective Explanations for Real-World Visual Data
Computer Vision and Pattern Recognition · 2022
26
cited
OperatorNet: Recovering 3D Shapes From Difference Operators
IEEE International Conference on Computer Vision · 2019
21
cited
ShapeTalk: A Language Dataset and Framework for 3D Shape Edits and Deformations
Computer Vision and Pattern Recognition · 2023
21
cited
Exploring Long Tail Visual Relationship Recognition with Large Vocabulary
IEEE International Conference on Computer Vision · 2020
19
cited
Promptable Game Models: Text-guided Game Simulation via Masked Diffusion Models
ACM Transactions on Graphics · 2023
18
cited
LADIS: Language Disentanglement for 3D Shape Editing
Conference on Empirical Methods in Natural Language Processing · 2022
11
cited
DeformSyncNet
ACM Transactions on Graphics · 2020
10
cited
Long-tail Visual Relationship Recognition with a Visiolinguistic Hubless Loss
arXiv.org · 2020
10
cited
Stellar: Systematic Evaluation of Human-Centric Personalized Text-to-Image Methods
arXiv.org · 2023
10
cited
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Panos Achlioptas | Researcher Profile | Sotabase | Sotabase