Sharvaree P. Vadgama

According to our database1, Sharvaree P. Vadgama authored at least 11 papers between 2021 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2025
On the Importance of Embedding Norms in Self-Supervised Learning.
CoRR, February, 2025

On the Utility of Equivariance and Symmetry Breaking in Deep Learning Architectures on Point Clouds.
CoRR, January, 2025

2024
ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain.
CoRR, 2024

The Hidden Pitfalls of the Cosine Similarity Loss.
CoRR, 2024

Grounding Continuous Representations in Geometry: Equivariant Neural Fields.
CoRR, 2024

Learning symmetries via weight-sharing with doubly stochastic tensors.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Fast, Expressive SE(n) Equivariant Networks through Weight-Sharing in Position-Orientation Space.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
Modeling Barrett's Esophagus Progression Using Geometric Variational Autoencoders.
Proceedings of the Cancer Prevention Through Early Detection, 2023

Geometric Contrastive Learning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Continuous Kendall Shape Variational Autoencoders.
Proceedings of the Geometric Science of Information - 6th International Conference, 2023

2021
Interpretable ECG classification via a query-based latent space traversal (qLST).
CoRR, 2021


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