Romit Roy Choudhury
9 papers · 2015–2025 · 3 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (17) π Conference Polyglot Β· Bronze
π±
Topic Pioneer
π§¬
Topic Evolution
ποΈ
Keyword Collector
(52)
π₯
Unstoppable Β· Bronze
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(3)
Core AI
(3)
Learning Types Β· Machine Learning
(3)
Deep Learning
(2)
Speech & Audio
(2)
Core Methods
(2)
Optimization & Theory
(2)
Computer Science
(1)
Mathematics & Optimization
(1)
Security & Privacy
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Learning Types Β· Deep Learning
(1)
Models
(1)
Keywords
black-box optimization
(2)
self-supervised learning
(1)
voice command
(1)
sensor fusion
(1)
posterior sampling
(1)
kernel learning
(1)
gaussian process
(1)
gaussian process regression
(1)
audio source separation
(1)
adversarial attack
(1)
motion tracking
(1)
variational autoencoder
(1)
diffusion prior
(1)
network throughput
(1)
adversarial machine learning
(1)
ultrasonic attack
(1)
hardware non-linearity
(1)
voice signal
(1)
network scheduling
(1)
sample efficiency
(1)
Papers
ArrayDPS: Unsupervised Blind Speech Separation with a Diffusion Prior
ICML 2025
Kernel Learning for Sample Constrained Black-Box Optimization
AAAI 2025
Sample-Constrained Black Box Optimization for Audio Personalization
AAAI 2024
Learning to Separate Voices by Spatial Regions
ICML 2022
Many-to-Many Beam Alignment in Millimeter Wave Networks
NSDI 2019
Inaudible Voice Commands: The Long-Range Attack and Defense
NSDI 2018
Bringing IoT to Sports Analytics
NSDI 2017
Ripple II: Faster Communication through Physical Vibration
NSDI 2016
Ripple: Communicating through Physical Vibration
NSDI 2015