Ilker Yildirim
Computer Vision and Pattern Recognition · with Tenenbaum · 2014–2017
A researcher in the Science corpus: 7 papers; trusts 255 researchers and is trusted by 35 researchers here, as inferred from the citation graph.
Subfields
- Computer Vision and Pattern Recognition — 42 citations into it; #4,972 of 21,575 by trust here, #6,089 by citations
- Artificial Intelligence — 18 citations into it
- Computational Mechanics — 6 citations into it
- Model Architectures — 6 citations into it
Whom Ilker Yildirim trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Alex Krizhevsky
- Geoffrey E. Hinton
- Volker Blanz
- Jia Deng
- Ilya Sutskever
- Peter S. Dayan
- Yann LeCun
- Radford M. Neal
- Yoshua Bengio
- Diederik P. Kingma
Who trusts Ilker Yildirim overall
- Abhijit Kundu
- Brandon RichardWebster
- Joel Z. Leibo
- Jiajun Wu
- Josh Tenenbaum
- Yin Li
- Jessica B. Hamrick
- Samuel E. Anthony
- Peter W. Battaglia
- Qianli Liao
Papers from Ilker Yildirim's perspective
Ordered by how strongly the researchers Ilker Yildirim 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
- Long Short-Term Memory
- Gradient-based learning applied to document recognition
- Attention is All you Need (Neural Information Processing Systems)
- Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift (International Conference on Machine Learning)
- ImageNet Large Scale Visual Recognition Challenge
- Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
Their papers
- Galileo: Perceiving Physical Object Properties by Integrating a Physics Engine with Deep Learning (2015) — 409 citations
- Self-Supervised Intrinsic Image Decomposition (2017) — 143 citations
- Physical problem solving: Joint planning with symbolic, geometric, and dynamic constraints (2017) — 24 citations
- Efficient and robust analysis-by-synthesis in vision : A computational framework , behavioral tests , and modeling neuronal representations (2015)
- Humans predict liquid dynamics using probabilistic simulation (2015) — 79 citations
- Efficient analysis-by-synthesis in vision: A computational framework, behavioral tests, and modeling neuronal representations (2015) — 23 citations
- Deep Generative Vision as Approximate Bayesian Computation (2014)