Simon Osindero

29.8k citations
27 papers · 12.1k · 1 hit paper · h-index 13

Impact in

    • Generative Adversarial Networks and Image Synthesis
    • Advanced Image and Video Retrieval Techniques
    • Advanced Neural Network Applications
    • Neural Networks and Applications
    • Anomaly Detection Techniques and Applications
    • Speech Recognition and Synthesis

Papers in

    • Neural Networks and Applications 10
    • Domain Adaptation and Few-Shot Learning 4
    • Topic Modeling 3
    • Generative Adversarial Networks and Image Synthesis 4
    • Advanced Neural Network Applications 4
    • Advanced Image and Video Retrieval Techniques 4
    • Image and Signal Denoising Methods 3

Simon Osindero

27 papers receiving 11.5k citations

Simon Osindero's Hit Papers

A Fast Learning Algorithm for Deep Belief Nets 2006 · 11.1k citations
11.1k0+6+13Years since publication2.5k5.0k7.5k10.0k

Peers

Simon Osindero
Comparison fields: 5 of 203
  • Computer Vision and Pattern Recognition 4.3k
  • Artificial Intelligence 5.0k
  • Signal Processing 1.6k
  • Media Technology 861
  • Control and Systems Engineering 1.1k
Replace Yee‐Whye Teh with:
Yee‐Whye Teh Singapore
Pascal Vincent Canada
Diederik P. Kingma United States
Honglak Lee United States
Hugo Larochelle Canada
Albert Y. Zomaya Australia
Raia Hadsell United States
P. M. Durai Raj Vincent India
Xiaojun Chang China
Jianchang Mao United States
Simon Osindero relative to Yee‐Whye Teh Singapore Yee‐Whye Teh's profile →
Citations per field
00.5×1.5×
Yee‐Whye Teh · 1×
Citations per year

Countries citing papers authored by Simon Osindero

Since Specialization
Citations

This map shows the geographic impact of Simon Osindero's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Simon Osindero with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Simon Osindero more than expected).

Fields of papers citing papers by Simon Osindero

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Simon Osindero. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Simon Osindero. The network helps show where Simon Osindero may publish in the future.

Co-authors

The 25 scholars most cited alongside Simon Osindero, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Simon Osindero Line = papers co-authored together Simon Osindero links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 27 papers — load more, or switch the sort, to bring in the rest.

#Work
1
A Fast Learning Algorithm for Deep Belief Nets
Hit paper breakdown →
200611141
2 2016266
3 2017110
4
Learning Sparse Topographic Representations with Products of Student-t Distributions
200299
5 200689
6 200576
7
An Alternative Infinite Mixture Of Gaussian Process Experts
200573
8
Modeling image patches with a directed hierarchy of Markov random fields
200768
9
Sobolev Training for Neural Networks
201728
10
Multiplicative Interactions and Where to Find Them
202021
11
Learning Causally Linked Markov Random Fields.
200519
12
Strategic Attentive Writer for Learning Macro-Actions
201617
13
Dogwild! – Distributed Hogwild for CPU & GPU
201413
14 201812
15 200611
16
A New View of ICA
200111
17 20189
18
Understanding Synthetic Gradients and Decoupled Neural Interfaces
20176
19 20206
20 20165

About Simon Osindero

Simon Osindero is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Statistical and Nonlinear Physics, Signal Processing and Cognitive Neuroscience, having authored 27 papers that have together received 12.1k indexed citations. Recurring topics across this work include Neural Networks and Applications (10 papers), Generative Adversarial Networks and Image Synthesis (4 papers), Advanced Neural Network Applications (4 papers), Domain Adaptation and Few-Shot Learning (4 papers), Advanced Image and Video Retrieval Techniques (4 papers), Model Reduction and Neural Networks (4 papers), Image and Signal Denoising Methods (3 papers) and Topic Modeling (3 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (4.3k citations), Artificial Intelligence (5.0k citations), Signal Processing (1.6k citations), Media Technology (861 citations) and Control and Systems Engineering (1.1k citations). Simon Osindero has collaborated with scholars based in United Kingdom, United States and Canada. Frequent co-authors include Geoffrey E. Hinton, Yee‐Whye Teh, Chen‐Yu Lee, Max Welling, Edward Meeds, Max Jaderberg, Koray Kavukcuoglu, Tom Schaul, Alexander Sasha Vezhnevets and Nicolas Heess. Their work appears in journals such as Neural Computation, Cognitive Science, Adaptive Behavior, IEEE Transactions on Knowledge and Data Engineering and Proceedings of the Genetic and Evolutionary Computation Conference Companion.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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