Alexey Tumanov
Artificial Intelligence · with Gonzalez · 2012–2020
A researcher in the Science corpus: 6 papers; trusts 62 researchers and is trusted by 3 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 47 citations into it; #34,640 of 35,345 by trust here, #10,798 by citations
- Computer Networks and Communications — 39 citations into it; #8,925 of 9,886 by trust here, #3,638 by citations
- Computer Vision and Pattern Recognition — 35 citations into it
- Information Systems — 27 citations into it; #6,225 of 8,771 by trust here, #1,158 by citations
- ML Systems & Hardware — 20 citations into it
- Model Architectures — 9 citations into it
Whom Alexey Tumanov trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Geoffrey E. Hinton
- Alex Krizhevsky
- Kaiming He
- Karen Simonyan
- Ilya Sutskever
- Yoshua Bengio
- Yann LeCun
- Shaoqing Ren
- Diederik P. Kingma
- Ross B. Girshick
Who trusts Alexey Tumanov overall
Papers from Alexey Tumanov's perspective
Ordered by how strongly the researchers Alexey Tumanov 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)
- Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Gradient-based learning applied to document recognition
- Long Short-Term Memory
- Attention is All you Need (Neural Information Processing Systems)
- ImageNet: A large-scale hierarchical image database
- Learning Multiple Layers of Features from Tiny Images
- ImageNet Large Scale Visual Recognition Challenge
Their papers
- Ray: A Distributed Framework for Emerging AI Applications (2017) — 1,702 citations
- IDK Cascades: Fast Deep Learning by Learning not to Overthink (2017) — 136 citations
- InferLine: latency-aware provisioning and scaling for prediction serving pipelines (2020) — 173 citations
- Serverless Computing: One Step Forward, Two Steps Back (2018) — 437 citations
- Exploiting iterative-ness for parallel ML computations (2014) — 40 citations
- Heterogeneity and dynamicity of clouds at scale: Google trace analysis (2012) — 1,197 citations