Yashas Malur Saidutta
5 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
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Research topics
Keywords
model compression
(1)
representation learning
(1)
contrastive learning
(1)
zero-shot learning
(1)
transfer learning
(1)
information bottleneck
(1)
knowledge distillation
(1)
cross-modal transfer
(1)
speech enhancement
(1)
keyword spotting
(1)
synthetic data generation
(1)
determinantal point process
(1)
noise robustness
(1)
variational autoencoder
(1)
zero-shot classification
(1)
iterative sampling
(1)
denoising diffusion probabilistic model
(1)
signal restoration
(1)
keyword detection
(1)
speech presence probability
(1)
Papers
VOYAGER: A Training Free Approach for Generating Diverse Datasets using LLMs
ACL 2026
RestoreGrad: Signal Restoration Using Conditional Denoising Diffusion Models with Jointly Learned Prior
ICML 2025
CIFD: Controlled Information Flow to Enhance Knowledge Distillation
NeurIPS 2024
CWCL: Cross-Modal Transfer with Continuously Weighted Contrastive Loss
NeurIPS 2023
Robust Keyword Spotting for Noisy Environments by Leveraging Speech Enhancement and Speech Presence Probability
Interspeech 2023