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Smita Krishnaswamy — most-cited papers & profile · Generative Models
← authors
·
overview
Smita Krishnaswamy
30
papers ·
22
citations ·
39
h-index
Yale University · University of New Haven · Mila - Quebec Artificial Intelligence Institute
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Most-cited papers
VDW-GNNs: Vector diffusion wavelets for geometric graph neural networks
2025
InfoGain Wavelets: Furthering the Design of Graph Diffusion Wavelets
2025
Geometry-Based Data Generation
2018
MAGAN: Aligning Biological Manifolds
2018
Image-to-image Mapping with Many Domains by Sparse Attribute Transfer
2020
Multimodal Data Visualization and Denoising with Integrated Diffusion
2021
Diffusion Earth Mover's Distance and Distribution Embeddings
2021
Time-inhomogeneous diffusion geometry and topology
2022
Diffusion Curvature for Estimating Local Curvature in High Dimensional Data
2022
Neural FIM for learning Fisher Information Metrics from point cloud data
2023
Exploring the Manifold of Neural Networks Using Diffusion Geometry
2024
Top co-authors
Guy Wolf
· 5
Alexander Tong
· 4
Guillaume Huguet
· 3
Ian Adelstein
· 3
Manik Kuchroo
· 3
Bastian Rieck
· 2
David R. Johnson
· 2
Dhananjay Bhaskar
· 2
Kincaid MacDonald
· 2
Matthew Amodio
· 2
Oluwadamilola Fasina
· 2
Yanlei Zhang
· 2
Topics
Diffusion Models
cs.LG
stat.ML
GANs
eess.SP
Audio Generation
Text-to-Image
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