Alex Holub

3.1k total citations · 1 hit paper
14 papers, 2.1k citations indexed

About

Alex Holub is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Cellular and Molecular Neuroscience. According to data from OpenAlex, Alex Holub has authored 14 papers receiving a total of 2.1k indexed citations (citations by other indexed papers that have themselves been cited), including 9 papers in Computer Vision and Pattern Recognition, 4 papers in Artificial Intelligence and 1 paper in Cellular and Molecular Neuroscience. Recurrent topics in Alex Holub's work include Advanced Image and Video Retrieval Techniques (7 papers), Image Retrieval and Classification Techniques (7 papers) and Neural Networks and Applications (3 papers). Alex Holub is often cited by papers focused on Advanced Image and Video Retrieval Techniques (7 papers), Image Retrieval and Classification Techniques (7 papers) and Neural Networks and Applications (3 papers). Alex Holub collaborates with scholars based in United States, United Kingdom and Germany. Alex Holub's co-authors include Pietro Perona, G. S. Griffin, Pietro Perona, Michael C. Burl, Max Welling, Peter Sollich, Carl A. Gold, Peter Gehler, Dennis D.M. O’Leary and Terrence J. Sejnowski and has published in prestigious journals such as International Journal of Computer Vision, Neural Networks and Journal of Comparative Physiology A.

In The Last Decade

Alex Holub

14 papers receiving 2.0k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Caltech-256 Object Category Dataset

2007 1.6k citations G. S. Griffin, Alex Holub et al. CaltechAUTHORS (California Institute of Technology) profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Alex Holub United States	11	1.5k	1.0k	290	104	102	14	2.1k
Ariadna Quattoni Spain	12	1.8k 1.2×	1.1k 1.1×	220 0.8×	196 1.9×	115 1.1×	29	2.6k
Gregory Shakhnarovich United States	26	2.3k 1.6×	819 0.8×	291 1.0×	158 1.5×	91 0.9×	45	3.1k
Jun Xie China	19	929 0.6×	660 0.6×	283 1.0×	187 1.8×	79 0.8×	63	1.7k
Xintong Han China	16	2.3k 1.5×	1.0k 1.0×	317 1.1×	49 0.5×	91 0.9×	36	2.8k
Urs Müller United States	13	997 0.7×	846 0.8×	144 0.5×	217 2.1×	37 0.4×	30	1.9k
Shuang Xu China	27	1.4k 0.9×	575 0.6×	959 3.3×	204 2.0×	101 1.0×	149	2.7k
Jun He China	22	1.3k 0.9×	581 0.6×	86 0.3×	73 0.7×	177 1.7×	69	2.1k
Humberto Sossa Mexico	24	795 0.5×	712 0.7×	159 0.5×	110 1.1×	22 0.2×	190	2.0k
Justus Piater Austria	26	1.2k 0.8×	971 0.9×	176 0.6×	285 2.7×	28 0.3×	162	2.6k
Rolf P. Würtz Germany	17	1.3k 0.8×	322 0.3×	199 0.7×	66 0.6×	54 0.5×	55	2.1k

Countries citing papers authored by Alex Holub

Since Specialization

Citations

This map shows the geographic impact of Alex Holub'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 Alex Holub with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Alex Holub more than expected).

Fields of papers citing papers by Alex Holub

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Alex Holub. 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 Alex Holub. The network helps show where Alex Holub may publish in the future.

Co-authorship network of co-authors of Alex Holub

This figure shows the co-authorship network connecting the top 25 collaborators of Alex Holub. A scholar is included among the top collaborators of Alex Holub based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Alex Holub. Alex Holub is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

14 of 14 papers shown

1.

Gold, Carl A., Alex Holub, & Peter Sollich. (2010). Bayesian approach to feature selection and parameter tuning for Support Vector Machine classifiers. 3 indexed citations

2.

Holub, Alex, et al.. (2009). Towards unlocking web video: Automatic people tracking and clustering. 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. 4170. 47–54. 2 indexed citations

3.

Holub, Alex, Pierre Moreels, & Pietro Perona. (2008). Unsupervised clustering for google searches of celebrity images. 1–8. 11 indexed citations

4.

Holub, Alex, Pietro Perona, & Michael C. Burl. (2008). Entropy-based active learning for object recognition. 1–8. 164 indexed citations

5.

Holub, Alex, Max Welling, & Pietro Perona. (2007). Hybrid Generative-Discriminative Visual Categorization. International Journal of Computer Vision. 77(1-3). 239–258. 29 indexed citations

6.

Holub, Alex, et al.. (2007). On Constructing Facial Similarity Maps. 2. 1–8. 14 indexed citations

7.

Griffin, G. S., Alex Holub, & Pietro Perona. (2007). Caltech-256 Object Category Dataset. CaltechAUTHORS (California Institute of Technology). 1556 indexed citations breakdown →

8.

Gehler, Peter, Alex Holub, & Max Welling. (2006). The rate adapting poisson model for information retrieval and object recognition. 337–344. 61 indexed citations

9.

Gold, Carl A., Alex Holub, & Peter Sollich. (2005). Bayesian approach to feature selection and parameter tuning for support vector machine classifiers. Neural Networks. 18(5-6). 693–701. 61 indexed citations

10.

Holub, Alex, Max Welling, & Pietro Perona. (2005). Combining generative models and Fisher kernels for object recognition. 136–143 Vol. 1. 61 indexed citations

11.

Holub, Alex & Pietro Perona. (2005). A Discriminative Framework for Modelling Object Classes. 1. 664–671. 38 indexed citations

12.

Yates, Paul, Alex Holub, Todd McLaughlin, Terrence J. Sejnowski, & Dennis D.M. O’Leary. (2004). Computational modeling of retinotopic map development to define contributions of EphA‐ephrinA gradients, axon‐axon interactions, and patterned activity. Journal of Neurobiology. 59(1). 95–113. 57 indexed citations

13.

Holub, Alex, Gilles Laurent, & Pietro Perona. (2002). A Digital Antennal Lobe for Pattern Equalization: Analysis and Design. CaltechAUTHORS (California Institute of Technology). 15. 245–253. 3 indexed citations

14.

Bodnar, Deana A., et al.. (2001). Temporal population code of concurrent vocal signals in the auditory midbrain. Journal of Comparative Physiology A. 187(11). 865–873. 10 indexed citations

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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