David Simcha
Computer Vision and Pattern Recognition · 2015–2019
A researcher in the Science corpus: 3 papers; trusts 142 researchers and is trusted by 8 researchers here, as inferred from the citation graph.
Subfields
- Computer Vision and Pattern Recognition — 55 citations into it; #13,919 of 21,575 by trust here, #15,162 by citations
- Information Retrieval & Search — 40 citations into it; #612 of 1,022 by trust here, #602 by citations
- Artificial Intelligence — 29 citations into it
- Signal Processing — 15 citations into it
- Representation & Self-Supervised Learning — 9 citations into it
- Media Technology — 8 citations into it
- Efficiency & Compression — 7 citations into it; #1,032 of 1,264 by trust here, #731 by citations
- Information Systems — 7 citations into it; #4,875 of 8,771 by trust here, #5,078 by citations
Whom David Simcha trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Kaiming He
- Artem Babenko
- Geoffrey E. Hinton
- Herv'e J'egou
- David G. Lowe
- Diederik P. Kingma
- Alex Krizhevsky
- Anshumali Shrivastava
- Yoshua Bengio
- Christian Szegedy
Who trusts David Simcha overall
Papers from David Simcha's perspective
Ordered by how strongly the researchers David Simcha 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)
- ImageNet: A large-scale hierarchical image database
- Going deeper with convolutions
- Gradient-based learning applied to document recognition
- Attention is All you Need (Neural Information Processing Systems)
- Long Short-Term Memory
- ImageNet Large Scale Visual Recognition Challenge
- Learning Multiple Layers of Features from Tiny Images
Their papers
- Quantization based Fast Inner Product Search (2015) — 117 citations
- Accelerating Large-Scale Inference with Anisotropic Vector Quantization (2019) — 574 citations
- Multiscale Quantization for Fast Similarity Search (2017) — 80 citations