Irina Higgins

49 total papers · 5.4k total citations
15 papers, 1.4k citations indexed

About

Irina Higgins is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Cognitive Neuroscience. According to data from OpenAlex, Irina Higgins has authored 15 papers receiving a total of 1.4k indexed citations (citations by other indexed papers that have themselves been cited), including 8 papers in Artificial Intelligence, 6 papers in Computer Vision and Pattern Recognition and 6 papers in Cognitive Neuroscience. Recurrent topics in Irina Higgins's work include Advanced Memory and Neural Computing (3 papers), Domain Adaptation and Few-Shot Learning (3 papers) and Neural dynamics and brain function (3 papers). Irina Higgins is often cited by papers focused on Advanced Memory and Neural Computing (3 papers), Domain Adaptation and Few-Shot Learning (3 papers) and Neural dynamics and brain function (3 papers). Irina Higgins collaborates with scholars based in United Kingdom, United States and China. Irina Higgins's co-authors include Matthew Botvinick, Christopher Burgess, Alexander Lerchner, Löıc Matthey, Arka Pal, Shakir Mohamed, Xavier Glorot, Demis Hassabis, Le Chang and Doris Y. Tsao and has published in prestigious journals such as Nature Communications, PLoS ONE and Vision Research.

In The Last Decade

Irina Higgins

14 papers receiving 1.3k citations

Hit Papers

normalize citations (0→100%) normalize lifespan (0→100%) sort by overperformance

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 benchmark for papers published in the same subfield and year, or reaches the top citation threshold in at least one of its specific research topics.

beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework

2017 1.2k citations Irina Higgins, Löıc Matthey et al. International Conference on Learning Representations profile →

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author						Papers	Cites
Irina Higgins	739	617	145	136	89	15	1.4k
Alexander Lerchner	709 1.0×	613 1.0×	143 1.0×	160 1.2×	80 0.9×	15	1.4k
Löıc Matthey	704 1.0×	610 1.0×	143 1.0×	108 0.8×	82 0.9×	11	1.4k
Çaǧlar Gülçehre	1.0k 1.4×	525 0.9×	188 1.3×	84 0.6×	80 0.9×	24	1.7k
Jyri Kivinen	643 0.9×	659 1.1×	125 0.9×	58 0.4×	74 0.8×	8	1.5k
Olivier Delalleau	923 1.2×	939 1.5×	192 1.3×	54 0.4×	73 0.8×	20	1.7k
Kyunghyun Cho	968 1.3×	604 1.0×	191 1.3×	54 0.4×	84 0.9×	39	1.5k
Andrew R. Webb	632 0.9×	507 0.8×	216 1.5×	98 0.7×	159 1.8×	24	1.7k
Ivo Danihelka	857 1.2×	641 1.0×	112 0.8×	118 0.9×	65 0.7×	9	1.5k
Habiboulaye Amadou Boubacar	788 1.1×	471 0.8×	159 1.1×	180 1.3×	131 1.5×	6	1.8k
М.А. Айзерман	650 0.9×	426 0.7×	149 1.0×	52 0.4×	149 1.7×	20	1.5k

Countries citing papers authored by Irina Higgins

Since Specialization

Citations

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

Fields of papers citing papers by Irina Higgins

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Irina Higgins

This figure shows the co-authorship network connecting the top 25 collaborators of Irina Higgins. A scholar is included among the top collaborators of Irina Higgins 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 Irina Higgins. Irina Higgins is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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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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