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Vijaya Raghavan T Ramkumar

2 papers · 2024–2024 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (14)

Venues

ICLR (1) NeurIPS (1)

Top co-authors

Elahe Arani (2) Bahram Zonooz (2)

Research topics

Machine Learning (2) Application Areas (2) Learning Types · Machine Learning (2) Deep Learning (1) Architectures (1) Core Methods (1) Learning Types · Deep Learning (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

adversarial training (1) deep learning (1) neural network optimization (1) deep neural network (1) robust overfitting (1) small dataset (1) small dataset generalization (1) dynamic masking (1) parameter reinitialization (1) data-aware masking (1) robust generalization (1) iterative training (1) neural network (1) weight reinitialization (1)

Papers

Dynamic Neural Regeneration: Enhancing Deep Learning Generalization on Small Datasets NeurIPS 2024 The Effectiveness of Random Forgetting for Robust Generalization ICLR 2024