Leo J. Grady
Computer Vision and Pattern Recognition · 2005–2017
A researcher in the Science corpus: 7 papers; trusts 233 researchers and is trusted by 3,077 researchers here, as inferred from the citation graph.
Subfields
- Computer Vision and Pattern Recognition — 45 citations into it; #656 of 21,575 by trust here, #4,245 by citations
- Computer Graphics and Computer-Aided Design — 10 citations into it
Whom Leo J. Grady trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Yuri Boykov
- Jianbo Shi
- Mark Newman
- Teofilo F. Gonzalez
- Carsten Rother
- Vladimir Kolmogorov
- Jitendra Malik
- Anat Levin
- Andrew Blake
- John M. Winn
Who trusts Leo J. Grady overall
- Tae Hoon Kim
- Brian L. Price
- Xue Bai
- Guy Gilboa
- Jianbing Shen
- Dim P. Papadopoulos
- Konstantin Sofiiuk
- Katerina Fragkiadaki
- J. Liew
- Scott D. Cohen
Papers from Leo J. Grady's perspective
Ordered by how strongly the researchers Leo J. Grady trusts endorse each paper. Same corpus, a different order for every researcher.
- ImageNet classification with deep convolutional neural networks
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Gradient-based learning applied to document recognition
- ImageNet: A large-scale hierarchical image database
- Long Short-Term Memory
- Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
- ImageNet Large Scale Visual Recognition Challenge
- Attention is All you Need (Neural Information Processing Systems)
- Going deeper with convolutions
Their papers
- Random Walks for Image Segmentation (2006) — 2,797 citations
- A Seeded Image Segmentation Framework Unifying Graph Cuts And Random Walker Which Yields A New Algorithm (2007) — 328 citations
- Power Watershed: A Unifying Graph-Based Optimization Framework (2011) — 331 citations
- Isoperimetric graph partitioning for image segmentation (2006) — 295 citations
- Discrete Calculus - Applied Analysis on Graphs for Computational Science (2010) — 371 citations
- Image Processing and Analysis With Graphs: theory and Practice (2017) — 97 citations
- Random Walks for Interactive Organ Segmentation in Two and Three Dimensions: Implementation and Validation (2005) — 128 citations