Brian Murphy

Natural Language Processing · 2012–2015

A researcher in the Science corpus: 3 papers; trusts 35 researchers and is trusted by 5 researchers here, as inferred from the citation graph.

Subfields

• Natural Language Processing — 27 citations into it
• Artificial Intelligence — 16 citations into it
• Representation & Self-Supervised Learning — 16 citations into it; #2,152 of 3,145 by trust here, #2,217 by citations
• Developmental and Educational Psychology — 7 citations into it

Whom Brian Murphy trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. T. Landauer
2. David M. Blei
3. Magnus Sahlgren
4. Patrik O. Hoyer
5. George Karypis
6. Geoffrey E. Hinton
7. Tom Michael Mitchell
8. Yoshua Bengio
9. John A. Bullinaria
10. Francis R. Bach

Who trusts Brian Murphy overall

1. Leila Wehbe
2. Alona Fyshe
3. Yonatan Belinkov
4. Lutfi Kerem Senel
5. Jiwei Li
6. Partha P. Talukdar
7. Kirthevasan Kandasamy
8. Mariya Toneva
9. Kyunghyun Cho
10. Ihsan Utlu

Papers from Brian Murphy's perspective

Ordered by how strongly the researchers Brian Murphy trusts endorse each paper. Same corpus, a different order for every researcher.

1. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
2. ImageNet classification with deep convolutional neural networks
3. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
4. Attention is All you Need (Neural Information Processing Systems)
5. Long Short-Term Memory
6. Gradient-based learning applied to document recognition
7. ImageNet: A large-scale hierarchical image database
8. Learning Multiple Layers of Features from Tiny Images
9. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (North American Chapter of the Association for Computational Linguistics)
10. Distributed Representations of Words and Phrases and their Compositionality (Neural Information Processing Systems)

Their papers

• A Compositional and Interpretable Semantic Space (2015) — 70 citations
• Simultaneously Uncovering the Patterns of Brain Regions Involved in Different Story Reading Subprocesses (2014) — 312 citations
• Learning Effective and Interpretable Semantic Models using Non-Negative Sparse Embedding (2012) — 193 citations