Smita Krishnaswamy
- Papers
- 9
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Authored papers
9Dispersion Loss Counteracts Embedding Condensation and Improves Generalization in Small Language Models
arXiv 2026
CellForge: Agentic Design of Virtual Cell Models
arXiv 2025
DiffKillR: Killing and Recreating Diffeomorphisms for Cell Annotation in Dense Microscopy Images
arXiv 2024
Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data Manifolds
arXiv 2024
ImageFlowNet: Forecasting Multiscale Image-Level Trajectories of Disease Progression with Irregularly-Sampled Longitudinal Medical Images
arXiv 2024
A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction
NeurIPS 2023 11
Assessing Neural Network Representations During Training Using Noise-Resilient Diffusion Spectral Entropy
arXiv 2023
Neural FIM for learning Fisher Information Metrics from point cloud data
arXiv 2023
CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation
arXiv 2022
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