Vikas Verma

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

Computing, Computer Science, Data Mining +16

Interpolation Consistency Training for Semi-supervised Learning

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

Computing, Computer Science, Artificial Intelligence +15

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 · 113 citations · Full text

Computing, Computer Science, Computer Vision +15

Interpolated Adversarial Training

Alex Lamb, Vikas Verma, Juho Kannala et al. · 2019 · 59 citations · Full text

Computing, Computer Science, Artificial Intelligence +6

Interpolation-based Semi-supervised Learning for Object Detection

Jisoo Jeong, Vikas Verma, Minsung Hyun et al. · 2021 · 59 citations

Computing, Computer Science, Computer Vision +14