Gabriel Bender
9 papers · 2018–2022 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π Conference Polyglot (5) π Cross-Pollinator (11) πΊοΈ Taxonomy Completionist (20)
π§
Keyword Pioneer
π
Trend Setter
π₯
Unstoppable
(5)
β
The Questioner
Conferences
NIPS (3)
CVPR (2)
ECCV (2)
ICML (1)
WACV (1)
Top co-authors
Keywords
neural architecture search
(6)
search space
(2)
weight sharing
(2)
object detection
(1)
knowledge distillation
(1)
model architecture
(1)
conditional computation
(1)
efficient inference
(1)
efficient computing
(1)
random search
(1)
hyperparameter tuning
(1)
convolutional neural network
(1)
tabular datum
(1)
model scaling
(1)
mobile device
(1)
parameter efficiency
(1)
multi-domain learning
(1)
model efficiency
(1)
rejection sampling
(1)
resource constraint
(1)
Papers
TabNAS: Rejection Sampling for Neural Architecture Search on Tabular Datasets
NIPS 2022
Multi-Path Neural Networks for On-Device Multi-Domain Visual Classification
WACV 2021
MobileDets: Searching for Object Detection Architectures for Mobile Accelerators
CVPR 2021
Can Weight Sharing Outperform Random Architecture Search? An Investigation With TuNAS
CVPR 2020
BigNAS: Scaling Up Neural Architecture Search with Big Single-Stage Models
ECCV 2020
Neural Predictor for Neural Architecture Search
ECCV 2020
PyGlove: Symbolic Programming for Automated Machine Learning
NIPS 2020
CondConv: Conditionally Parameterized Convolutions for Efficient Inference
NIPS 2019
Understanding and Simplifying One-Shot Architecture Search
ICML 2018