Rhea Sanjay Sukthanker
5 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(17)
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Optimization & Theory · Machine Learning
(3)
Application Areas
(2)
Learning Types
(2)
Optimization & Theory · Deep Learning
(2)
Techniques
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Architectures
(1)
Core AI
(1)
Generation
(1)
Models
(1)
Keywords
neural architecture search
(3)
hardware metric
(2)
multi-objective optimization
(2)
image synthesis
(1)
parameter sharing
(1)
matrix optimization
(1)
probability density
(1)
network optimization
(1)
memory efficiency
(1)
language model
(1)
surrogate model
(1)
differentiable optimization
(1)
uncertainty estimation
(1)
flow-based model
(1)
generative flow
(1)
pareto front
(1)
differentiable search
(1)
supernet training
(1)
flow-based generative model
(1)
long-range dependencies
(1)
Papers
Multi-objective Differentiable Neural Architecture Search
ICLR 2025
HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models
NeurIPS 2024
Weight-Entanglement Meets Gradient-Based Neural Architecture Search
AutoML 2024
Generative Flows With Invertible Attentions
CVPR 2022
Neural Architecture Search of SPD Manifold Networks
IJCAI 2021