Author

Rupak Krishnamurthy

Indian Institute of Technology Madras

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Neuroscience· 1

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Research Focus:benchmarking· 1 Approach:statistical model· 1

Frequent Co-Authors

Balaraman RavindraniD· 1 shared Ramshekhar N. MenoniD· 1 shared Tamizharasan KanagamaniiD· 1 shared V. Srinivasa ChakravarthyiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperNeuroscience

Balaraman RavindranORCID

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1 paper

Recent·Most cited

Memory Consolidation with Orthogonal Gradients for avoiding Catastrophic Forgetting

Tamizharasan Kanagamani, Rupak Krishnamurthy, V. Srinivasa Chakravarthy, Balaraman Ravindran, Ramshekhar N. Menon

The paper proposes a regularization-based model to prevent catastrophic forgetting in deep networks by constraining parameter updates to directions orthogonal to previous task gradients, showing improved performance on standard datasets.

bioRxiv · Feb 25, 2022 · PreprintNeuroscience