Alex Varghese

Computer Vision and Pattern Recognition · 2018

A researcher in the Science corpus: 3 papers; trusts 29 researchers and is trusted by 2 researchers here, as inferred from the citation graph.

Subfields

• Computer Vision and Pattern Recognition — 68 citations into it; #17,860 of 21,575 by trust here, #13,815 by citations
• Artificial Intelligence — 43 citations into it
• Model Architectures — 20 citations into it
• Optimization & Training — 9 citations into it
• Biophysics — 7 citations into it

Whom Alex Varghese trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Kaiming He
2. Alex Krizhevsky
3. Christian Szegedy
4. Geoffrey E. Hinton
5. Olaf Ronneberger
6. Gao Huang
7. Diederik P. Kingma
8. Yoshua Bengio
9. Sergey Ioffe
10. Djork-Arné Clevert

Who trusts Alex Varghese overall

1. Weihao Weng
2. Chen Chen

Papers from Alex Varghese's perspective

Ordered by how strongly the researchers Alex Varghese trusts endorse each paper. Same corpus, a different order for every researcher.

1. ImageNet classification with deep convolutional neural networks
2. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
3. ImageNet: A large-scale hierarchical image database
4. ImageNet Large Scale Visual Recognition Challenge
5. Going deeper with convolutions
6. Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift (International Conference on Machine Learning)
7. Gradient-based learning applied to document recognition
8. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
9. Attention is All you Need (Neural Information Processing Systems)
10. Long Short-Term Memory

Their papers

• Fully convolutional multi‐scale residual DenseNets for cardiac segmentation and automated cardiac diagnosis using ensemble of classifiers (2018) — 351 citations
• Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge (2018) — 2,033 citations
• BACH: Grand challenge on breast cancer histology images (2018) — 716 citations