Mathews Jacob
Computational Mechanics · 2004–2017
A researcher in the Science corpus: 3 papers; trusts 24 researchers and is trusted by 11 researchers here, as inferred from the citation graph.
Subfields
- Computational Mechanics — 25 citations into it; #4,099 of 10,001 by trust here, #3,190 by citations
- Radiology, Nuclear Medicine and Imaging — 20 citations into it; #1,478 of 3,265 by trust here, #2,127 by citations
- Computer Vision and Pattern Recognition — 17 citations into it; #15,485 of 21,575 by trust here, #19,310 by citations
- Biomedical Engineering — 13 citations into it; #7,244 of 10,734 by trust here, #7,436 by citations
- Optimization & Training — 5 citations into it
Whom Mathews Jacob trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Pietro Perona
- John F. Canny
- Diederik P. Kingma
- Saul A. Teukolsky
- William T. Freeman
- Jo Schlemper
- Shiqian Ma
- Yann LeCun
- Karol Gregor
- Rick Chartrand
Who trusts Mathews Jacob overall
Papers from Mathews Jacob's perspective
Ordered by how strongly the researchers Mathews Jacob trusts endorse each paper. Same corpus, a different order for every researcher.
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- ImageNet classification with deep convolutional neural networks
- Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift (International Conference on Machine Learning)
- Gradient-based learning applied to document recognition
- ImageNet: A large-scale hierarchical image database
- Attention is All you Need (Neural Information Processing Systems)
- Learning Multiple Layers of Features from Tiny Images
- Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
- Long Short-Term Memory
Their papers
- MoDL: Model-Based Deep Learning Architecture for Inverse Problems (2017) — 1,267 citations
- Accelerated dynamic MRI exploiting sparsity and low-rank structure: k-t SLR (2011) — 702 citations
- Design of steerable filters for feature detection using canny-like criteria (2004) — 477 citations