Mila Nikolova
Computer Vision and Pattern Recognition · 2000–2015
A researcher in the Science corpus: 7 papers; trusts 68 researchers and is trusted by 65 researchers here, as inferred from the citation graph.
Subfields
- Computer Vision and Pattern Recognition — 35 citations into it; #4,213 of 21,575 by trust here, #8,021 by citations
- Computational Theory and Mathematics — 7 citations into it
- Computational Mechanics — 5 citations into it; #717 of 10,001 by trust here, #1,745 by citations
- Media Technology — 5 citations into it
- Optimization & Training — 5 citations into it
Whom Mila Nikolova trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Julian Besag
- David L. Donoho
- Stuart Geman
- Stanley J. Osher
- Iain M. Johnstone
- Donald Geman
- David G. Lowe
- Tony F. Chan
- Nathan Silberman
- David Mumford
Who trusts Mila Nikolova overall
- Ran He
- Jianqing Fan
- Tony F. Chan
- Anestis Antoniadis
- Kaiye Wang
- Selim Esedoglu
- Jinchi Lv
- Jian-Feng Cai
- Junfeng Yang
- Weishi Zheng
Papers from Mila Nikolova's perspective
Ordered by how strongly the researchers Mila Nikolova 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)
- Gradient-based learning applied to document recognition
- ImageNet: A large-scale hierarchical image database
- Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
- Histograms of oriented gradients for human detection
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- ImageNet Large Scale Visual Recognition Challenge
- Attention is All you Need (Neural Information Processing Systems)
- Going deeper with convolutions
Their papers
- Algorithms for Finding Global Minimizers of Image Segmentation and Denoising Models (2006) — 1,171 citations
- Model distortions in Bayesian MAP reconstruction (2007) — 53 citations
- Scale Space and Variational Methods in Computer Vision (2015) — 88 citations
- Local Strong Homogeneity of a Regularized Estimator (2000) — 312 citations
- Salt-and-pepper noise removal by median-type noise detectors and detail-preserving regularization (2005) — 1,251 citations
- Analysis of Half-Quadratic Minimization Methods for Signal and Image Recovery (2005) — 479 citations
- Minimizers of Cost-Functions Involving Nonsmooth Data-Fidelity Terms. Application to the Processing of Outliers (2002) — 357 citations