Karl Stratos
Artificial Intelligence · 2012–2018
A researcher in the Science corpus: 5 papers; trusts 101 researchers and is trusted by 32 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 41 citations into it; #12,595 of 35,345 by trust here, #23,077 by citations
- Computer Vision and Pattern Recognition — 38 citations into it; #8,809 of 21,575 by trust here, #4,690 by citations
- Natural Language Processing — 27 citations into it
- Model Architectures — 9 citations into it
- Optimization & Training — 8 citations into it
- Representation & Self-Supervised Learning — 8 citations into it
Whom Karl Stratos trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Diederik P. Kingma
- Geoffrey E. Hinton
- Yoshua Bengio
- Alex Krizhevsky
- Jimmy Ba
- Ilya Sutskever
- Dzmitry Bahdanau
- Yann LeCun
- Alex Graves
- Sepp Hochreiter
Who trusts Karl Stratos overall
- Avik Ray
- Tiago Pimentel
- Sebastian Ruder
- Philip Bachman
- Xiaochuang Han
- Ben Poole
- Michael Tschannen
- Xiaoyu Lin
- Jiaming Song
- Sherjil Ozair
Papers from Karl Stratos's perspective
Ordered by how strongly the researchers Karl Stratos 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)
- Long Short-Term Memory
- Attention is All you Need (Neural Information Processing Systems)
- Gradient-based learning applied to document recognition
- ImageNet: A large-scale hierarchical image database
- Neural Machine Translation by Jointly Learning to Align and Translate (International Conference on Learning Representations)
- Learning Multiple Layers of Features from Tiny Images
- Sequence to Sequence Learning with Neural Networks (Neural Information Processing Systems)
Their papers
- Midge: Generating Image Descriptions From Computer Vision Detections (2012) — 495 citations
- Understanding and predicting importance in images (2012) — 164 citations
- Adversarial Adaptation of Synthetic or Stale Data (2017) — 50 citations
- Formal Limitations on the Measurement of Mutual Information (2018) — 337 citations
- ONENET: Joint domain, intent, slot prediction for spoken language understanding (2017) — 75 citations