Margaret Kosmala
Ecology · 2015–2018
A researcher in the Science corpus: 5 papers; trusts 63 researchers and is trusted by 1 researcher here, as inferred from the citation graph.
Subfields
- Ecology — 53 citations into it; #9,162 of 10,717 by trust here, #4,354 by citations
- Artificial Intelligence — 46 citations into it
- Computer Vision and Pattern Recognition — 42 citations into it
- Representation & Self-Supervised Learning — 13 citations into it
- Model Architectures — 12 citations into it
- Media Technology — 7 citations into it
- Statistics and Probability — 7 citations into it
Whom Margaret Kosmala trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Geoffrey E. Hinton
- Karen Simonyan
- Yoshua Bengio
- Kaiming He
- Alex Krizhevsky
- Ilya Sutskever
- Christian Szegedy
- Andrew Zisserman
- Yann LeCun
- Diederik P. Kingma
Who trusts Margaret Kosmala overall
Papers from Margaret Kosmala's perspective
Ordered by how strongly the researchers Margaret Kosmala 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)
- ImageNet: A large-scale hierarchical image database
- Gradient-based learning applied to document recognition
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- ImageNet Large Scale Visual Recognition Challenge
- Long Short-Term Memory
- Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
- Going deeper with convolutions
- Attention is All you Need (Neural Information Processing Systems)
Their papers
- Automatically identifying, counting, and describing wild animals in camera-trap images with deep learning (2017) — 1,085 citations
- Evaluating relative abundance indices for terrestrial herbivores from large-scale camera trap surveys (2018) — 118 citations
- Automatically identifying wild animals in camera trap images with deep learning (2017) — 51 citations
- Assessing data quality in citizen science (preprint) (2016) — 823 citations
- Snapshot Serengeti, high-frequency annotated camera trap images of 40 mammalian species in an African savanna (2015) — 524 citations