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Vijaya Raghavan T. Ramkumar

According to our database1, Vijaya Raghavan T. Ramkumar authored at least 4 papers between 2022 and 2024.

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

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Dynamic Neural Regeneration: Enhancing Deep Learning Generalization on Small Datasets.
[BibTeX]
[DOI]
Vijaya Raghavan T. Ramkumar
,
Elahe Arani
,
Bahram Zonooz
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

The Effectiveness of Random Forgetting for Robust Generalization.
[BibTeX]
[DOI]
Vijaya Raghavan T. Ramkumar
,
Bahram Zonooz
,
Elahe Arani
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
Learn, Unlearn and Relearn: An Online Learning Paradigm for Deep Neural Networks.
[BibTeX]
[DOI]
Vijaya Raghavan T. Ramkumar
,
Elahe Arani
,
Bahram Zonooz
Trans. Mach. Learn. Res., 2023

2022
Differencing based Self-supervised pretraining for Scene Change Detection.
[BibTeX]
[DOI]
Vijaya Raghavan T. Ramkumar
,
Elahe Arani
,
Bahram Zonooz
Proceedings of the Conference on Lifelong Learning Agents, 2022


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