Vivek Sivaraman Narayanaswamy

4 papers · 2021–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

NeurIPS (2) ECCV (1) Interspeech (1)

Top co-authors

Jayaraman Thiagarajan (2) Andreas Spanias (2) Jayaraman J. Thiagarajan (2) Timo Bremer (1) Rakshith Subramanyam (1) Rushil Anirudh (1) Deepta Rajan (1) Jia Liang (1) Kowshik Thopalli (1) Akshay Chaudhari (1)

Research topics

Artificial Intelligence (3) Deep Learning (3) Machine Learning (3) Core AI (3) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Computer Vision (1) Speech & Audio (1) Architectures (1) Core Methods (1) Generation (1) Processing (1) Synthesis (1)

Keywords

neural tangent kernel (1) source separation (1) epistemic uncertainty (1) image synthesis (1) audio restoration (1) model interpretability (1) u-net architecture (1) distribution shift (1) outlier rejection (1) convolutional network (1) foundation model (1) vision-language model (1) uncertainty estimation (1) failure detection (1) counterfactual explanation (1) large language model (1) audio denoising (1) deep prior (1) matthews correlation coefficient (1) manifold consistency (1)

Papers

DECIDER: Leveraging Foundation Model Priors for Improved Model Failure Detection and Explanation ECCV 2024 Single Model Uncertainty Estimation via Stochastic Data Centering NeurIPS 2022 Designing Counterfactual Generators using Deep Model Inversion NeurIPS 2021 On the Design of Deep Priors for Unsupervised Audio Restoration Interspeech 2021