The Monogenic Synchrosqueezed Wavelet Transform: A tool for the Decomposition/Demodulation of AM-FM images - Marianne Clausel; Thomas Oberlin; Valérie Perrier (CoRR, 2012)

Self-Similar Anisotropic Texture Analysis: The Hyperbolic Wavelet Transform Contribution. - Stéphane G. Roux; Marianne Clausel; Béatrice Vedel; Stéphane Jaffard; Patrice Abry (IEEE Trans. Image Process., 2013)

Cardiac motion analysis using wavelet projections from tagged MR sequences. - Younes Farouj; Liang Wang 015; Patrick Clarysse; Laurent Navarro; Marianne Clausel; Philippe Delachartre (ICIP, 2014)

Texture modeling by Gaussian fields with prescribed local orientation. - Kevin Polisano; Marianne Clausel; Valérie Perrier; Laurent Condat (ICIP, 2014)

Supervised Topic Classification for Modeling a Hierarchical Conference Structure. - Mikhail P. Kuznetsov; Marianne Clausel; Massih-Reza Amini; Éric Gaussier; Vadim V. Strijov (ICONIP (1), 2015)

Modeling topic dependencies in semantically coherent text spans with copulas. - Georgios Balikas; Hesam Amoualian; Marianne Clausel; Éric Gaussier; Massih-Reza Amini (COLING, 2016)

Convex super-resolution detection of lines in images. - Kevin Polisano; Laurent Condat; Marianne Clausel; Valérie Perrier (EUSIPCO, 2016)

Streaming-LDA: A Copula-based Approach to Modeling Topic Dependencies in Document Streams. - Hesam Amoualian; Marianne Clausel; Éric Gaussier; Massih-Reza Amini (KDD, 2016)

On a Topic Model for Sentences. - Georgios Balikas; Massih-Reza Amini; Marianne Clausel (SIGIR, 2016)

Health Monitoring on Social Media over Time. - Sumit Sidana; Shashwat Mishra; Sihem Amer-Yahia; Marianne Clausel; Massih-Reza Amini (SIGIR, 2016)

Topical Coherence in LDA-based Models through Induced Segmentation. - Hesam Amoualian; Wei Lu 011; Éric Gaussier; Georgios Balikas; Massih-Reza Amini; Marianne Clausel (ACL (1), 2017)

Hyperbolic Wavelet-Fisz Denoising for a Model Arising in Ultrasound Imaging. - Younes Farouj; Jean-Marc Freyermuth; Laurent Navarro; Marianne Clausel; Philippe Delachartre (IEEE Trans. Computational Imaging, 2017)

Rademacher Generalization Bounds for Classifier Chains. - Simon Moura; Massih-Reza Amini; Sana Louhichi; Marianne Clausel (CoRR, 2018)

Dealing with Uncertain Inputs in Regression Trees. - Myriam Tami; Marianne Clausel; Emilie Devijver; Adrien Dulac; Éric Gaussier; Stefan Janaqi; Mériam Chèbre (CoRR, 2018)

Ultrasound spatiotemporal despeckling via Kronecker wavelet-Fisz thresholding. - Younes Farouj; Laurent Navarro; Jean-Marc Freyermuth; Marianne Clausel; Philippe Delachartre (Signal Image Video Process., 2018)

Health Monitoring on Social Media over Time. - Sumit Sidana; Sihem Amer-Yahia; Marianne Clausel; Majdeddine Rebai; Son T. Mai; Massih-Reza Amini (IEEE Trans. Knowl. Data Eng., 2018)

A Convex Approach to Superresolution and Regularization of Lines in Images. - Kevin Polisano; Laurent Condat; Marianne Clausel; Valérie Perrier (SIAM J. Imaging Sci., 2019)

Smooth And Consistent Probabilistic Regression Trees. - Sami Alkhoury; Emilie Devijver; Marianne Clausel; Myriam Tami; Éric Gaussier; Georges Oppenheim (NeurIPS, 2020)

Learning over no-Preferred and Preferred Sequence of items for Robust Recommendation. - Aleksandra Burashnikova; Marianne Clausel; Charlotte Laclau; Frack Iutzeller; Yury Maximov; Massih-Reza Amini (CoRR, 2020)

Nonlinear Functional Output Regression: A Dictionary Approach. - Dimitri Bouche; Marianne Clausel; François Roueff; Florence d'Alché-Buc (AISTATS, 2021)

Bilingual Topic Models for Comparable Corpora. - Georgios Balikas; Massih-Reza Amini; Marianne Clausel (CoRR, 2021)

Learning over No-Preferred and Preferred Sequence of Items for Robust Recommendation. - Aleksandra Burashnikova; Yury Maximov; Marianne Clausel; Charlotte Laclau; Franck Iutzeler; Massih-Reza Amini (J. Artif. Intell. Res., 2021)

IAI @ SocialDisNER : Catch me if you can! Capturing complex disease mentions in tweets. - Aman Sinha 002; Cristina García Holgado; Marianne Clausel; Matthieu Constant (SMM4H@COLING, 2022)

Recommender Systems: When Memory Matters. - Aleksandra Burashnikova; Marianne Clausel; Massih-Reza Amini; Yury Maximov; Nicolas Dante (ECIR (2), 2022)

CME2 Net: Contextual Medical Event Extraction Network for clinical notes. - Aman Sinha 002; Ayan Vishwakarma; Marianne Clausel; Mathieu Constant (WNLPe-Health@ICON, 2022)

Learning over No-Preferred and Preferred Sequence of Items for Robust Recommendation (Extended Abstract). - Aleksandra Burashnikova; Yury Maximov; Marianne Clausel; Charlotte Laclau; Franck Iutzeler; Massih-Reza Amini (CoRR, 2022)

Wind power predictions from nowcasts to 4-hour forecasts: a learning approach with variable selection. - Dimitri Bouche; Rémi Flamary; Florence d'Alché-Buc; Riwal Plougonven; Marianne Clausel; Jordi Badosa; Philippe Drobinski (CoRR, 2022)

Morpho-Statistical Description of Networks Through Graph Modelling and Bayesian Inference. - Quentin Laporte-Chabasse; Radu S. Stoica; Marianne Clausel; François Charoy; Gérald Oster (IEEE Trans. Netw. Sci. Eng., 2022)

Low-Rank Updates of pre-trained Weights for Multi-Task Learning. - Alexandre Audibert; Massih-Reza Amini; Konstantin Usevich; Marianne Clausel (ACL (Findings), 2023)

Next-Best-View Selection from Observation Viewpoint Statistics. - Stéphanie Aravecchia; Antoine Richard; Marianne Clausel; Cédric Pradalier (IROS, 2023)

What shall we read : the article or the citations? - A case study on scientific language understanding. - Aman Sinha 002; Sam Bigeard; Marianne Clausel; Mathieu Constant (ARTS@CORIA-TALN, 2023)

On factorization of rank-one auto-correlation matrix polynomials. - Konstantin Usevich; Julien Flamant; Marianne Clausel; David Brie (CoRR, 2023)

Modelling Irregularly Sampled Time Series Without Imputation. - Rohit Agarwal; Aman Sinha 002; Dilip K. Prasad; Marianne Clausel; Alexander Horsch; Mathieu Constant; Xavier Coubez (CoRR, 2023)

Domain-specific or Uncertainty-aware models: Does it really make a difference for biomedical text classification? - Aman Sinha 002; Timothee Mickus; Marianne Clausel; Mathieu Constant; Xavier Coubez (BioNLP@ACL, 2024)

Anomaly Detection Using Multiscale Signatures. - Raphael Mignot; Valerian Mange; Konstantin Usevich; Marianne Clausel; Jean-Yves Tourneret; François Vincent (EUSIPCO, 2024)

Risk prediction of pathological gambling on social media. - Angelina Parfenova; Marianne Clausel (CoRR, 2024)

Ensembles of Probabilistic Regression Trees. - Alexandre Seiller; Éric Gaussier; Emilie Devijver; Marianne Clausel; Sami Alkhoury (CoRR, 2024)

Comparing metrics for evaluating 3D map quality in natural environments. - Stéphanie Aravecchia; Marianne Clausel; Cédric Pradalier (Robotics Auton. Syst., 2024)

The Barycenter in Free Nilpotent Lie Groups and Its Application to Iterated-Integrals Signatures. - Marianne Clausel; Joscha Diehl; Raphael Mignot; Leonard Schmitz; Nozomi Sugiura; Konstantin Usevich (SIAM J. Appl. Algebra Geom., 2024)

Polarimetric Fourier Phase Retrieval. - Julien Flamant; Konstantin Usevich; Marianne Clausel; David Brie (SIAM J. Imaging Sci., 2024)

AttriVision: Advancing Generalization in Pedestrian Attribute Recognition using CLIP. - Mehran Adibi Sedeh; Assia Benbihi; Romain Martin; Marianne Clausel; Cédric Pradalier (WACV (Workshops), 2025)

Incremental clustering based on Wasserstein distance between histogram models. - Xiaotong Qian; Guénaël Cabanes; Parisa Rastin; Mohamed Alae Guidani; Ghassen Marrakchi; Marianne Clausel; Nistor Grozavu (Pattern Recognit., 2025)

ImmunoFOMO: Are Language Models missing what oncologists see? - Aman Sinha 002; Bogdan-Valentin Popescu; Xavier Coubez; Marianne Clausel; Mathieu Constant (CoRR, 2025)

Identifiability of Deep Polynomial Neural Networks. - Konstantin Usevich; Clara Dérand; Ricardo Augusto Borsoi; Marianne Clausel (CoRR, 2025)

Identifiability in Causal Abstractions: A Hierarchy of Criteria. - Clément Yvernes; Emilie Devijver; Marianne Clausel; Éric Gaussier (CoRR, 2025)