Alex Troy Mallen
Artificial Intelligence · 2022–2023
A researcher in the Science corpus: 3 papers; trusts 24 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 67 citations into it
- Large Language Models — 29 citations into it
- Computer Vision and Pattern Recognition — 28 citations into it
- Natural Language Processing — 21 citations into it
- Retrieval-Augmented Generation — 16 citations into it
Whom Alex Troy Mallen trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Gautier Izacard
- Adam Roberts
- Geoffrey E. Hinton
- Yoshua Bengio
- Diederik P. Kingma
- Colin Raffel
- Akari Asai
- Ilya Sutskever
- Alex Krizhevsky
- Edouard Grave
Who trusts Alex Troy Mallen overall
Papers from Alex Troy Mallen's perspective
Ordered by how strongly the researchers Alex Troy Mallen trusts endorse each paper. Same corpus, a different order for every researcher.
- Attention is All you Need (Neural Information Processing Systems)
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- ImageNet classification with deep convolutional neural networks
- Long Short-Term Memory
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (North American Chapter of the Association for Computational Linguistics)
- ImageNet: A large-scale hierarchical image database
- Neural Machine Translation by Jointly Learning to Align and Translate (International Conference on Learning Representations)
- Gradient-based learning applied to document recognition
- Sequence to Sequence Learning with Neural Networks (Neural Information Processing Systems)
Their papers
- When Not to Trust Language Models: Investigating Effectiveness and Limitations of Parametric and Non-Parametric Memories (2022) — 199 citations
- When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories (2022) — 1,304 citations
- Representation Engineering: A Top-Down Approach to AI Transparency (2023) — 1,173 citations