Concepedia

Vikas Verma

VV

15

Publications

798

Citations

14

H-Index

2017

Active since

Affiliations

Aalto University(Current)

Harvard University Press

Université de Montréal

Mila - Quebec Artificial Intelligence Institute

Vikas Verma is an author at Aalto University specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningDeep LearningPattern RecognitionSemi-supervised LearningArtificial IntelligenceData AugmentationMachine Vision

Publications per year

2017–2022

15

Publications

15

InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization

Fan-Yun Sun, Jordan Hoffmann, Vikas Verma et al. · arXiv (Cornell University) · 2019 · 147 citations · Full text

Graph Representation Learning, Machine Learning, Engineering +19

Interpolation Consistency Training for Semi-supervised Learning

Vikas Verma · Neural Networks · 2019 · 137 citations · Full text

Artificial Intelligence, Interpolation Consistency Training, Data Augmentation +12

GraphMix: Improved Training of GNNs for Semi-Supervised Learning

Vikas Verma, Meng Qu, Kenji Kawaguchi et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 107 citations · Full text

Geometric Learning, Graph Neural Network, Engineering +12

Interpolated Adversarial Training

Alex Lamb, Vikas Verma, Juho Kannala et al. · 2019 · 58 citations · Full text

Artificial Intelligence, Data Augmentation, Adversarial Robustness +14

Interpolation-based Semi-supervised Learning for Object Detection

Jisoo Jeong, Vikas Verma, Minsung Hyun et al. · 2021 · 57 citations

Multiple Instance Learning, Machine Vision, Image Analysis +13

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