Concepedia

Vijay Badrinarayanan

VB

Statistics

Publications

29

Citations

4.9K

H-Index

20

Active since

2007

Affiliations

University of Cambridge(Current)

Magic Leap (United States)

Vijay Badrinarayanan is an author at University of Cambridge specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringMachine LearningMachine VisionComputer VisionComputer ScienceDeep LearningImage AnalysisData SciencePattern RecognitionScene Understanding

Publications per year

2007–2021

29

Publications

29

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

Vijay Badrinarayanan, Alex Kendall, Roberto Cipolla · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 1.5K citations · Full text

Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene Understanding

Alex Kendall, Vijay Badrinarayanan, Roberto Cipolla · 2017 · 817 citations · Full text

Scene Analysis, Engineering, Machine Learning +16

GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks

Zhao Chen, Vijay Badrinarayanan, Chen‐Yu Lee et al. · arXiv (Cornell University) · 2017 · 445 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +18

GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks

Chen Zhao, Vijay Badrinarayanan, Chen‐Yu Lee et al. · International Conference on Machine Learning · 2018 · 313 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +18

Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene Understanding

Alex Kendall, Vijay Badrinarayanan, Roberto Cipolla · arXiv (Cornell University) · 2015 · 302 citations · Full text

Scene Analysis, Engineering, Machine Learning +16

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