← Authors

Gabriel Bender

9 papers · 2018–2022 · 5 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🐝 Cross-Pollinator (11) πŸ—ΊοΈ Taxonomy Completionist (20) 🧭 Keyword Pioneer πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (5) ❓ The Questioner

Conferences

NIPS (3) CVPR (2) ECCV (2) ICML (1) WACV (1)

Top co-authors

Hanxiao Liu (6) Pieter-jan Kindermans (6) Quoc V Le (3) Mingxing Tan (3) Quoc V. Le (2) Bo Chen (2) Grace Chu (2) Yifeng Lu (2) Quoc Le (2) Jiahui Yu (1)

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