Ariadna Quattoni

4.1k total citations · 1 hit paper
29 papers, 2.6k citations indexed

About

Ariadna Quattoni is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Signal Processing. According to data from OpenAlex, Ariadna Quattoni has authored 29 papers receiving a total of 2.6k indexed citations (citations by other indexed papers that have themselves been cited), including 22 papers in Artificial Intelligence, 10 papers in Computer Vision and Pattern Recognition and 5 papers in Signal Processing. Recurrent topics in Ariadna Quattoni's work include Machine Learning and Algorithms (9 papers), Natural Language Processing Techniques (8 papers) and Topic Modeling (6 papers). Ariadna Quattoni is often cited by papers focused on Machine Learning and Algorithms (9 papers), Natural Language Processing Techniques (8 papers) and Topic Modeling (6 papers). Ariadna Quattoni collaborates with scholars based in Spain, United States and France. Ariadna Quattoni's co-authors include Antonio Torralba, Trevor Darrell, Louis–Philippe Morency, Michael Collins, David Demirdjian, Xavier Carreras, Carme Torras, Borja Balle, Francesc Moreno-Noguer and Edgar Simo‐Serra and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Machine Learning and 2009 IEEE Conference on Computer Vision and Pattern Recognition.

In The Last Decade

Ariadna Quattoni

26 papers receiving 2.4k citations

Hit Papers

Recognizing indoor scenes 2009 2026 2014 2020 2009 250 500 750

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Ariadna Quattoni Spain 12 1.8k 1.1k 335 220 196 29 2.6k
Hamed Pirsiavash United States 21 2.3k 1.3× 1.0k 0.9× 159 0.5× 128 0.6× 269 1.4× 54 2.8k
Giulio Mori Italy 18 2.0k 1.1× 698 0.6× 540 1.6× 138 0.6× 113 0.6× 30 2.8k
Tat‐Jen Cham Singapore 23 1.8k 1.0× 369 0.3× 325 1.0× 257 1.2× 174 0.9× 86 2.1k
Lubomir Bourdev United States 20 3.4k 1.8× 1.2k 1.1× 232 0.7× 155 0.7× 152 0.8× 28 3.9k
Gregory Shakhnarovich United States 26 2.3k 1.3× 819 0.7× 185 0.6× 291 1.3× 158 0.8× 45 3.1k
Gernot A. Fink Germany 29 1.8k 1.0× 1.1k 1.0× 307 0.9× 259 1.2× 88 0.4× 174 2.9k
Gangshan Wu China 28 2.9k 1.6× 882 0.8× 200 0.6× 518 2.4× 266 1.4× 156 3.7k
Xiaoshuai Sun China 34 3.2k 1.7× 1.2k 1.1× 126 0.4× 170 0.8× 111 0.6× 163 3.7k
Caroline Pantofaru United States 19 1.4k 0.8× 466 0.4× 208 0.6× 269 1.2× 217 1.1× 37 2.2k
Thomas Deselaers Germany 27 3.1k 1.7× 988 0.9× 350 1.0× 418 1.9× 244 1.2× 64 3.9k

Countries citing papers authored by Ariadna Quattoni

Since Specialization
Citations

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

Fields of papers citing papers by Ariadna Quattoni

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Ariadna Quattoni

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

All Works

20 of 20 papers shown
1.
Quattoni, Ariadna, et al.. (2024). Does Fine-tuning a Classifier Help in Low-budget Scenarios? Not Much. 17–24.
3.
Quattoni, Ariadna, et al.. (2023). Translate First Reorder Later: Leveraging Monotonicity in Semantic Parsing. 227–238. 2 indexed citations
4.
Quattoni, Ariadna & Xavier Carreras. (2020). A comparison between CNNs and WFAs for Sequence Classification. 159–163.
5.
Quattoni, Ariadna & Xavier Carreras. (2019). Interpolated Spectral NGram Language Models. 5926–5930. 1 indexed citations
6.
Quattoni, Ariadna, Xavier Carreras, & Matthias Gallé. (2017). A Maximum Matching Algorithm for Basis Selection in Spectral Learning. International Conference on Artificial Intelligence and Statistics. 1477–1485. 2 indexed citations
8.
Ramisa, Arnau, et al.. (2015). Semantic Tuples for Evaluation of Image to Sentence Generation. QRU Quaderns de Recerca en Urbanisme. 18–28. 3 indexed citations
9.
Madhyastha, Pranava, Xavier Carreras, & Ariadna Quattoni. (2014). Learning Task-specific Bilexical Embeddings. RECERCAT (Consorci de Serveis Universitaris de Catalunya). 161–171. 8 indexed citations
10.
Quattoni, Ariadna, Borja Balle, Xavier Carreras, & Amir Globerson. (2014). Spectral Regularization for Max-Margin Sequence Tagging. QRU Quaderns de Recerca en Urbanisme. 1710–1718. 7 indexed citations
11.
Carreras, Xavier, et al.. (2013). Unsupervised spectral learning of FSTs. RECERCAT (Consorci de Serveis Universitaris de Catalunya). 800–808. 2 indexed citations
12.
Carreras, Xavier, et al.. (2013). Unsupervised Spectral Learning of Finite State Transducers. RECERCAT (Consorci de Serveis Universitaris de Catalunya). 26. 800–808. 8 indexed citations
13.
Carreras, Xavier, et al.. (2013). Unsupervised Spectral Learning of WCFG as Low-rank Matrix Completion. 624–635. 8 indexed citations
14.
Luque, Franco M., Ariadna Quattoni, Borja Balle, & Xavier Carreras. (2012). Spectral Learning for Non-Deterministic Dependency Parsing. RECERCAT (Consorci de Serveis Universitaris de Catalunya). 409–419. 17 indexed citations
15.
Quattoni, Ariadna, Xavier Carreras, Michael Collins, & Trevor Darrell. (2009). An efficient projection for l 1 , regularization. DSpace@MIT (Massachusetts Institute of Technology). 857–864. 84 indexed citations
16.
Quattoni, Ariadna & Antonio Torralba. (2009). Recognizing indoor scenes. 2009 IEEE Conference on Computer Vision and Pattern Recognition. 413–420. 904 indexed citations breakdown →
17.
Quattoni, Ariadna, Xavier Carreras, Michael Collins, & Trevor Darrell. (2008). A Projected Subgradient Method for Scalable Multi-Task Learning. DSpace@MIT (Massachusetts Institute of Technology). 1 indexed citations
18.
Urtasun, Raquel, Ariadna Quattoni, Neil D. Lawrence, & Trevor Darrell. (2008). Transferring Nonlinear Representations using Gaussian Processes with a Shared Latent Space. DSpace@MIT (Massachusetts Institute of Technology). 2 indexed citations
19.
Quattoni, Ariadna, et al.. (2007). Hidden Conditional Random Fields. IEEE Transactions on Pattern Analysis and Machine Intelligence. 29(10). 1848–1852. 337 indexed citations
20.
Morency, Louis–Philippe, Ariadna Quattoni, & Trevor Darrell. (2007). Latent-Dynamic Discriminative Models for Continuous Gesture Recognition. 1–8. 249 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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