Vijay Vasudevan
15 papers · 2016–2022 · 8 venues · across top CS/AI venues
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Research topics
Computer Vision
(8)
Machine Learning
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Artificial Intelligence
(7)
Deep Learning
(7)
Core AI Β· Artificial Intelligence
(5)
Domain-Specific
(5)
Optimization & Theory Β· Machine Learning
(5)
Analysis
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Architectures
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Learning Paradigms
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Optimization & Theory Β· Deep Learning
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Keywords
neural architecture search
(5)
autonomous driving
(4)
convolutional neural network
(4)
image classification
(3)
3d object detection
(3)
transfer learning
(2)
object detection
(1)
hyperparameter optimization
(1)
reinforcement learning
(1)
model evaluation
(1)
multi-label classification
(1)
distributed computing
(1)
trajectory prediction
(1)
motion forecasting
(1)
data augmentation
(1)
object tracking
(1)
bird's eye view
(1)
attention mechanism
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pedestrian detection
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multi-view fusion
(1)
Papers
Scene Transformer: A unified architecture for predicting future trajectories of multiple agents
ICLR 2022
When does dough become a bagel? Analyzing the remaining mistakes on ImageNet
NeurIPS 2022
Large Scale Interactive Motion Forecasting for Autonomous Driving: The Waymo Open Motion Dataset
ICCV 2021
To the Point: Efficient 3D Object Detection in the Range Image With Graph Convolution Kernels
CVPR 2021
Improving 3D Object Detection through Progressive Population Based Augmentation
ECCV 2020
Scalability in Perception for Autonomous Driving: Waymo Open Dataset
CVPR 2020
Streaming Object Detection for 3-D Point Clouds
ECCV 2020
AutoAugment: Learning Augmentation Strategies From Data
CVPR 2019
End-to-End Multi-View Fusion for 3D Object Detection in LiDAR Point Clouds
CoRL 2019
MnasNet: Platform-Aware Neural Architecture Search for Mobile
CVPR 2019
Searching for MobileNetV3
ICCV 2019
Learning Transferable Architectures for Scalable Image Recognition
CVPR 2018
Understanding and Simplifying One-Shot Architecture Search
ICML 2018
Neural Optimizer Search with Reinforcement Learning
ICML 2017
TensorFlow: A System for Large-Scale Machine Learning
OSDI 2016