Ramani Duraiswami
12 papers · 1999–2026 · 9 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (29) π Conference Polyglot Β· Silver π Academic Marathon Β· Ultra π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π₯
Mega-Team Β· Squad
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Grand Slam
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Keyword Champion
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Keyword Pioneer
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Renaissance Researcher
(6)
ποΈ
Keyword Collector
(57)
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Trend Setter
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Century Club Β· Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI
(8)
Machine Learning
(5)
Deep Learning
(4)
Learning Types
(3)
Natural Language Processing
(2)
Speech & Audio
(2)
Application Areas
(2)
Architectures
(2)
Core Methods
(2)
Models
(2)
Optimization & Theory
(2)
Computer Science
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Keywords
large language model
(3)
multimodal learning
(3)
audio understanding
(2)
instruction tuning
(2)
contrastive learning
(2)
benchmark evaluation
(2)
audio-language model
(2)
gaussian kernel
(1)
gaussian process regression
(1)
video understanding
(1)
computational efficiency
(1)
speech enhancement
(1)
question answering
(1)
algorithm optimization
(1)
online tuning
(1)
efficient computing
(1)
gaussian kernel summation
(1)
audio classification
(1)
visual speech recognition
(1)
tree data structure
(1)
Papers
FIGMA: Towards FIne-Grained Music retrievAl
ACL 2026
MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
AAAI 2026
EGOILLUSION: Benchmarking Hallucinations in Egocentric Video Understanding
EMNLP 2025
MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark
ICLR 2025
ProSE: Diffusion Priors for Speech Enhancement
NAACL 2025
A Closer Look at the Limitations of Instruction Tuning
ICML 2024
CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models
ICLR 2024
GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities
EMNLP 2024
LipGER: Visually-Conditioned Generative Error Correction for Robust Automatic Speech Recognition
Interspeech 2024
Fast Near-GRID Gaussian Process Regression
AISTATS 2013
Automatic online tuning for fast Gaussian summation
NeurIPS 2008
A fast algorithm for learning large scale preference relations
AISTATS 1999