Austin Matthews
Artificial Intelligence · 2009–2017
A researcher in the Science corpus: 4 papers; trusts 20 researchers and is trusted by 22 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 71 citations into it
- Natural Language Processing — 59 citations into it; #1,661 of 5,688 by trust here, #1,753 by citations
- Computer Vision and Pattern Recognition — 19 citations into it
- Optimization & Training — 7 citations into it
Whom Austin Matthews trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Alex Graves
- Chris Dyer
- Yoshua Bengio
- Andreas Stolcke
- Ilya Sutskever
- Geoffrey E. Hinton
- David Chiang
- Kenneth Heafield
- Franz Joseph Och
- Diederik P. Kingma
Who trusts Austin Matthews overall
- Yoav Goldberg
- Miguel Ballesteros
- David Weiss
- Graham Neubig
- Chris Dyer
- Diego Marcheggiani
- Milan Straka
- Eliyahu Kiperwasser
- Barbara Plank
- James Henderson
Papers from Austin Matthews's perspective
Ordered by how strongly the researchers Austin Matthews trusts endorse each paper. Same corpus, a different order for every researcher.
- ImageNet classification with deep convolutional neural networks
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Long Short-Term Memory
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Attention is All you Need (Neural Information Processing Systems)
- Sequence to Sequence Learning with Neural Networks (Neural Information Processing Systems)
- Neural Machine Translation by Jointly Learning to Align and Translate (International Conference on Learning Representations)
- Gradient-based learning applied to document recognition
- ImageNet: A large-scale hierarchical image database
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (North American Chapter of the Association for Computational Linguistics)
Their papers
- DyNet: The Dynamic Neural Network Toolkit (2017) — 391 citations
- Dependency Parsing (2009) — 624 citations
- Transition-Based Dependency Parsing with Stack Long Short-Term Memory (2015) — 818 citations
- The CMU Machine Translation Systems at WMT 2014 (2014) — 14 citations