Shuyang Cheng

6 papers · 2020–2022 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird ❓ The Questioner

Venues

ECCV (3) CVPR (1) ICCV (1) ICLR (1)

Top co-authors

Dragomir Anguelov (5) Zhaoqi Leng (4) Chenxi Liu (3) Mingxing Tan (3) Jonathon Shlens (3) Benjamin Caine (3) Quoc V. Le (2) Jiquan Ngiam (2) Pei Sun (2) Vijay Vasudevan (2)

Research topics

Artificial Intelligence (2) Machine Learning (2) Core AI (2) Optimization & Theory (2) Computer Vision (1) Deep Learning (1) Architectures (1) Core Methods (1) Domain-Specific (1) Learning Types (1)

Keywords

hyperparameter tuning (2) motion forecasting (1) neural architecture search (1) efficient computing (1) classification loss (1) weight sharing (1) random search (1) polynomial expansions (1) deep neural network (1) cross-entropy loss (1) focal loss (1) joint prediction (1) architecture optimization (1) interactive motion (1) autonomous driving (1) 3d auto-labeling (1)

Papers

LidarNAS: Unifying and Searching Neural Architectures for 3D Point Clouds ECCV 2022 PolyLoss: A Polynomial Expansion Perspective of Classification Loss Functions ICLR 2022 PseudoAugment: Learning to Use Unlabeled Data for Data Augmentation in Point Clouds ECCV 2022 Large Scale Interactive Motion Forecasting for Autonomous Driving: The Waymo Open Motion Dataset ICCV 2021 Can Weight Sharing Outperform Random Architecture Search? An Investigation With TuNAS CVPR 2020 Improving 3D Object Detection through Progressive Population Based Augmentation ECCV 2020