Steven Su
5 papers · 2019–2022 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (3) π Cross-Pollinator (12) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (11)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
Conferences
CVPR (2)
IJCAI (2)
NIPS (1)
Top co-authors
Keywords
neural architecture search
(4)
differentiable architecture search
(2)
bayesian optimization
(2)
novelty search
(2)
supernet training
(2)
one-shot learning
(2)
weight sharing
(2)
sliced inverse regression
(1)
supervised dimension reduction
(1)
high-dimensional optimization
(1)
bilevel optimization
(1)
regret bound
(1)
gaussian distribution
(1)
variational graph autoencoder
(1)
kernel trick
(1)
bayesian learning rule
(1)
diversity maximization
(1)
multi-model forgetting
(1)
natural gradient variational inference
(1)
architecture distribution
(1)
Papers
BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule
CVPR 2022
Differentiable Neural Architecture Search in Equivalent Space with Exploration Enhancement
NIPS 2020
Overcoming Multi-Model Forgetting in One-Shot NAS With Diversity Maximization
CVPR 2020
One-Shot Neural Architecture Search via Novelty Driven Sampling
IJCAI 2020
High Dimensional Bayesian Optimization via Supervised Dimension Reduction
IJCAI 2019