Gabriel Bender
9 papers · 2018–2022 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird 🔥 Unstoppable · Bronze
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The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Application Areas
(3)
Learning Types · Machine Learning
(3)
Optimization & Theory · Deep Learning
(3)
Optimization & Theory · Machine Learning
(3)
Architectures
(2)
Learning Types · Deep Learning
(2)
Techniques
(2)
Computer Vision
(1)
Analysis
(1)
Core Methods
(1)
Domain-Specific
(1)
Keywords
neural architecture search
(6)
weight sharing
(2)
search space
(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 data
(1)
model scaling
(1)
mobile device
(1)
parameter efficiency
(1)
multi-domain learning
(1)
model efficiency
(1)
latency-accuracy tradeoff
(1)
rejection sampling
(1)
Papers
TabNAS: Rejection Sampling for Neural Architecture Search on Tabular Datasets
NeurIPS 2022
MobileDets: Searching for Object Detection Architectures for Mobile Accelerators
CVPR 2021
Multi-Path Neural Networks for On-Device Multi-Domain Visual Classification
WACV 2021
BigNAS: Scaling Up Neural Architecture Search with Big Single-Stage Models
ECCV 2020
Can Weight Sharing Outperform Random Architecture Search? An Investigation With TuNAS
CVPR 2020
Neural Predictor for Neural Architecture Search
ECCV 2020
PyGlove: Symbolic Programming for Automated Machine Learning
NeurIPS 2020
CondConv: Conditionally Parameterized Convolutions for Efficient Inference
NeurIPS 2019
Understanding and Simplifying One-Shot Architecture Search
ICML 2018