Jaco Vermaak
Artificial Intelligence · 2002–2005
A researcher in the Science corpus: 6 papers; trusts 36 researchers and is trusted by 33 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 25 citations into it; #17,139 of 35,345 by trust here, #20,377 by citations
- Computer Vision and Pattern Recognition — 21 citations into it; #5,510 of 21,575 by trust here, #8,831 by citations
- Probabilistic & Bayesian Methods — 21 citations into it
- Statistics and Probability — 13 citations into it
- Aerospace Engineering — 5 citations into it
Whom Jaco Vermaak trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Arnaud Doucet
- Carine Hue
- Simon J. Godsill
- Neil J. Gordon
- Patrick Pérez
- Michael Isard
- Jun S. Liu
- Dirk Schulz
- John MacCormick
- Peter J. Green
Who trusts Jaco Vermaak overall
- Jean-Marc Valin
- Willie Neiswanger
- Kenji Okuma
- Sajid Anwar
- Xiaogang Wang
- David A. Ross
- Martin Danelljan
- Jongwoo Lim
- Junseok Kwon
- François Michaud
Papers from Jaco Vermaak's perspective
Ordered by how strongly the researchers Jaco Vermaak trusts endorse each paper. Same corpus, a different order for every researcher.
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- ImageNet classification with deep convolutional neural networks
- Attention is All you Need (Neural Information Processing Systems)
- ImageNet: A large-scale hierarchical image database
- Learning Multiple Layers of Features from Tiny Images
- Gradient-based learning applied to document recognition
- ImageNet Large Scale Visual Recognition Challenge
- Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper
- Long Short-Term Memory
Their papers
- Color-Based Probabilistic Tracking (2002) — 1,577 citations
- Data fusion for visual tracking with particles (2004) — 540 citations
- Maintaining multimodality through mixture tracking (2003) — 471 citations
- Variational inference for visual tracking (2003) — 94 citations
- Monte Carlo filtering for multi target tracking and data association (2005) — 437 citations
- Reversible Jump Markov Chain Monte Carlo Strategies for Bayesian Model Selection in Autoregressive Processes (2004) — 81 citations