Sudip Roy
Artificial Intelligence · 2016–2022
A researcher in the Science corpus: 6 papers; trusts 4 researchers and is trusted by 2 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 75 citations into it
- Computer Vision and Pattern Recognition — 39 citations into it; #18,205 of 21,575 by trust here, #17,757 by citations
- Statistics and Probability — 12 citations into it
- Statistical Learning Theory — 6 citations into it
Whom Sudip Roy trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Yoshua Bengio
- Alison L. Gibbs
- Minsuk Kahng
- Songyun Duan
- Alexander J. Ratner
- Sanjay Krishnan
- Manasi Vartak
- Zheguang Zhao
Who trusts Sudip Roy overall
Papers from Sudip Roy's perspective
Ordered by how strongly the researchers Sudip Roy 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)
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (North American Chapter of the Association for Computational Linguistics)
- Long Short-Term Memory
- Gradient-based learning applied to document recognition
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Attention is All you Need (Neural Information Processing Systems)
- Language Models are Few-Shot Learners (Neural Information Processing Systems)
- ImageNet: A large-scale hierarchical image database
- Learning Multiple Layers of Features from Tiny Images
Their papers
- TFX: A TensorFlow-Based Production-Scale Machine Learning Platform (2017) — 478 citations
- Goods: Organizing Google's Datasets (2016) — 213 citations
- Data Lifecycle Challenges in Production Machine Learning (2018) — 234 citations
- Pathways: Asynchronous Distributed Dataflow for ML (2022) — 159 citations
- Data Management Challenges in Production Machine Learning (2017) — 243 citations
- Managing Google's data lake: an overview of the Goods system (2016) — 67 citations