Smita Krishnaswamy
15 papers · 2018–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (8) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (6) π Cross-Pollinator (13)
π
Academic Marathon
(8)
π§
Keyword Pioneer
π
Cross-Pollinator
(13)
π
Keyword Champion
(5)
π₯
Unstoppable
(9)
π
Century Club
(15)
π
Conference Pioneer
ποΈ
Keyword Collector
(68)
Conferences
NIPS (6)
ICML (4)
AISTATS (2)
CVPR (1)
MICCAI (1)
WACV (1)
Top co-authors
Keywords
manifold learning
(5)
optimal transport
(3)
riemannian geometry
(2)
dimensionality reduction
(2)
generative adversarial network
(2)
point cloud
(2)
single-cell rna sequencing
(2)
geodesic distance
(2)
trajectory modeling
(1)
self-supervised learning
(1)
domain adaptation
(1)
object detection
(1)
image generation
(1)
image translation
(1)
graph construction
(1)
graph classification
(1)
topological data analysis
(1)
random walk
(1)
spectral analysis
(1)
image-to-image translation
(1)
Papers
Self-Supervised Visual Prompting for Cross-Domain Road Damage Detection
WACV 2026
Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data Manifolds
AISTATS 2025
BLIS-Net: Classifying and Analyzing Signals on Graphs
AISTATS 2024
CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation
MICCAI 2024
Neural FIM for learning Fisher information metrics from point cloud data
ICML 2023
A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction
NIPS 2023
Diffusion Curvature for Estimating Local Curvature in High Dimensional Data
NIPS 2022
Manifold Interpolating Optimal-Transport Flows for Trajectory Inference
NIPS 2022
Diffusion Earth Moverβs Distance and Distribution Embeddings
ICML 2021
Uncovering the Topology of Time-Varying fMRI Data using Cubical Persistence
NIPS 2020
TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics
ICML 2020
Visualizing the PHATE of Neural Networks
NIPS 2019
TraVeLGAN: Image-To-Image Translation by Transformation Vector Learning
CVPR 2019
MAGAN: Aligning Biological Manifolds
ICML 2018
Geometry Based Data Generation
NIPS 2018