Julien Fauqueur

29 papers A* 1B 1Journal 14Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Modeling Gene Expression Distributional Shifts for Unseen Genetic Perturbations.
CoRR
Kalyan Ramakrishnan, Jonathan G. Hedley, Sisi Qu, Puneet K. Dokania, Philip H. S. Torr, Cesar A. Prada-Medina, Julien Fauqueur, Kaspar Märtens
2025 J jnl
Query, Don't Train: Privacy-Preserving Tabular Prediction from EHR Data via SQL Queries.
CoRR
Josefa Lia Stoisser, Marc Boubnovski Martell, Kaspar Märtens, Lawrence Phillips, Stephen Michael Town, Rory M. Donovan-Maiye, Julien Fauqueur
2025 J jnl
STRuCT-LLM: Unifying Tabular and Graph Reasoning with Reinforcement Learning for Semantic Parsing.
CoRR
Josefa Lia Stoisser, Marc Boubnovski Martell, Lawrence Phillips, Casper Hansen, Julien Fauqueur
2025 J jnl
Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning.
CoRR
Josefa Lia Stoisser, Marc Boubnovski Martell, Julien Fauqueur
2025 J jnl
Towards Agents That Know When They Don't Know: Uncertainty as a Control Signal for Structured Reasoning.
CoRR
Josefa Lia Stoisser, Marc Boubnovski Martell, Lawrence Phillips, Gianluca Mazzoni, Lea Mørch Harder, Philip Torr, Jesper Ferkinghoff-Borg, Kaspar Märtens, Julien Fauqueur
2025 J jnl
Towards Label-Free Biological Reasoning Synthetic Dataset Creation via Uncertainty Filtering.
CoRR
Josefa Lia Stoisser, Lawrence Phillips, Aditya Misra, Tom A. Lamb, Philip Torr, Marc Boubnovski Martell, Julien Fauqueur, Kaspar Märtens
2024 J jnl
Elucidating the semantics-topology trade-off for knowledge inference-based pharmacological discovery.
J. Biomed. Semant.
Daniel N. Sosa, Georgiana Neculae, Julien Fauqueur, Russ B. Altman
2023 J jnl
Associating biological context with protein-protein interactions through text mining at PubMed scale.
J. Biomed. Informatics
Daniel N. Sosa, Rogier Hintzen, Betty Xiong, Alex de Giorgio, Julien Fauqueur, Mark Davies, Jake Lever, Russ B. Altman
2020 — conf
Learning Informative Representations of Biomedical Relations with Latent Variable Models.
SustaiNLP@EMNLP
Harshil Shah, Julien Fauqueur
2020 J jnl
Learning Informative Representations of Biomedical Relations with Latent Variable Models.
CoRR
Harshil Shah, Julien Fauqueur
2019 — conf
Constructing large scale biomedical knowledge bases from scratch with rapid annotation of interpretable patterns.
BioNLP@ACL
Julien Fauqueur, Ashok Thillaisundaram, Theodosia Togia
2019 J jnl
Constructing large scale biomedical knowledge bases from scratch with rapid annotation of interpretable patterns.
CoRR
Julien Fauqueur, Ashok Thillaisundaram, Theodosia Togia
2009 J jnl
Semantic object classes in video: A high-definition ground truth database.
Pattern Recognit. Lett.
Gabriel J. Brostow, Julien Fauqueur, Roberto Cipolla
2008 — ch.
Mental Search in Image Databases: Implicit Versus Explicit Content Query.
Machine Learning Techniques for Multimedia
Simon P. Wilson, Julien Fauqueur, Nozha Boujemaa
2008 — conf
Segmentation and Recognition Using Structure from Motion Point Clouds.
ECCV (1)
Gabriel J. Brostow, Jamie Shotton, Julien Fauqueur, Roberto Cipolla
2007 A* conf
Assisted Video Object Labeling By Joint Tracking of Regions and Keypoints.
ICCV
Julien Fauqueur, Gabriel J. Brostow, Roberto Cipolla
2006 J jnl
Mental image search by boolean composition of region categories.
Multim. Tools Appl.
Julien Fauqueur, Nozha Boujemaa
2006 B conf
Multiscale Keypoint Detection using the Dual-Tree Complex Wavelet Transform.
ICIP
Julien Fauqueur, Nick G. Kingsbury, Ryan Anderson
2006 — conf
Rotation-invariant object recognition using edge profile clusters.
EUSIPCO
Ryan Anderson, Nick G. Kingsbury, Julien Fauqueur
2005 — conf
Coarse-level object recognition using interlevel products of complex wavelets.
ICIP (1)
Ryan Anderson, Nick G. Kingsbury, Julien Fauqueur
2005 — conf
Determining Multiscale Image Feature Angles from Complex Wavelet Phases.
ICIAR
Ryan Anderson, Nick G. Kingsbury, Julien Fauqueur
2005 — conf
Semantic discriminant mapping for classification and browsing of remote sensing textures and objects.
ICIP (2)
Julien Fauqueur, Nick G. Kingsbury, Ryan Anderson
2004 J jnl
Region-based image retrieval: fast coarse segmentation and fine color description.
J. Vis. Lang. Comput.
Julien Fauqueur, Nozha Boujemaa
2003 — —
Contributions pour la Recherche d'Images par Composantes Visuelles. (Contributions to Image Retrieval by their Visual Components).
Julien Fauqueur
2003 — conf
New image retrieval paradigm: logical composition of region categories.
ICIP (3)
Julien Fauqueur, Nozha Boujemaa
2003 J jnl
Recherche d'images par régions d'intérêt : segmentation grossière rapide et description couleur ne.
Tech. Sci. Informatiques
Julien Fauqueur, Nozha Boujemaa
2002 — conf
Coarse Detection and Fine Color Description for Region-Based Image Queries.
ICPR (3)
Julien Fauqueur, Nozha Boujemaa
2002 — conf
Image Retrieval by Regions: Coarse Segmentation and Fine Color Description.
VISUAL
Julien Fauqueur, Nozha Boujemaa
2002 — conf
Region-based retrieval: coarse segmentation with fine color signature.
ICIP (2)
Julien Fauqueur, Nozha Boujemaa