Claudiu Musat

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 62

Top Topics

Online Handwriting

Text Classification

Recommender Systems

Top Venues

Publications

Blagoj Mitrevski, Arina Rak, Julian Schnitzler, Chengkun Li, Andrii Maksai, Jesse Berent, Claudiu Musat
InkSight: Offline-to-Online Handwriting Conversion by Learning to Read and Write. CoRR (2024)
Lei Shi, Rachel Campbell, Peggy Chi, Maria Cirimele, Mike Cleron, Kirsten Climer, Chelsey Q. Fleming, Ashwin Ganti, Philippe Gervais, Pedro Gonnet, Tayeb A Karim, Andrii Maksai, Chris Melancon, Rob Mickle, Claudiu Musat, Palash Nandy, Xiaoyu Iris Qu, David Robishaw, Angad Singh, Mathangi Venkatesan
Inkeraction: An Interaction Modality Powered by Ink Recognition and Synthesis. CHI (2024)
Anastasiia Fadeeva, Philippe Schlattner, Andrii Maksai, Mark Collier, Efi Kokiopoulou, Jesse Berent, Claudiu Musat
Representing Online Handwriting for Recognition in Large Vision-Language Models. CoRR (2024)
Michael Jungo, Beat Wolf, Andrii Maksai, Claudiu Musat, Andreas Fischer
Character Queries: A Transformer-based Approach to On-Line Handwritten Character Segmentation. CoRR (2023)
Michael Jungo, Beat Wolf, Andrii Maksai, Claudiu Musat, Andreas Fischer
Character Queries: A Transformer-Based Approach to On-line Handwritten Character Segmentation. ICDAR (1) (2023)
Aleksandr Timofeev, Anastasiia Fadeeva, Andrei Afonin, Claudiu Musat, Andrii Maksai
DSS: Synthesizing long Digital Ink using Data augmentation, Style encoding and Split generation. CoRR (2023)
Andrei Afonin, Andrii Maksai, Aleksandr Timofeev, Claudiu Musat
Sampling and Ranking for Digital Ink Generation on a tight computational budget. CoRR (2023)
Aleksandr Timofeev, Anastasiia Fadeeva, Andrei Afonin, Claudiu Musat, Andrii Maksai
DSS: Synthesizing Long Digital Ink Using Data Augmentation, Style Encoding and Split Generation. ICDAR (4) (2023)
Andrei Afonin, Andrii Maksai, Aleksandr Timofeev, Claudiu Musat
Sampling and Ranking for Digital Ink Generation on a Tight Computational Budget. ICDAR (4) (2023)
Andrii Maksai, Henry A. Rowley, Jesse Berent, Claudiu Musat
Inkorrect: Online Handwriting Spelling Correction. CoRR (2022)
Milena Filipovic, Blagoj Mitrevski, Diego Antognini, Emma Lejal Glaude, Boi Faltings, Claudiu Musat
Modeling Online Behavior in Recommender Systems: The Importance of Temporal Context. Perspectives@RecSys (2021)
Martin Milenkoski, Diego Antognini, Claudiu Musat
Recommending Burgers based on Pizza Preferences: Addressing Data Sparsity with a Product of Experts. CoRR (2021)
Mohammad Saeed Rad, Thomas Yu, Claudiu Musat, Hazim Kemal Ekenel, Behzad Bozorgtabar, Jean-Philippe Thiran
Benefiting from Bicubically Down-Sampled Images for Learning Real-World Image Super-Resolution. WACV (2021)
Blagoj Mitrevski, Milena Filipovic, Emma Lejal Glaude, Boi Faltings, Claudiu Musat
Momentum-based Gradient Methods in Multi-Objective Recommendation. MORS@RecSys (2021)
Kirtan Padh, Diego Antognini, Emma Lejal Glaude, Boi Faltings, Claudiu Musat
Addressing fairness in classification with a model-agnostic multi-objective algorithm. UAI (2021)
Diego Antognini, Claudiu Musat, Boi Faltings
Multi-Dimensional Explanation of Target Variables from Documents. AAAI (2021)
Diego Antognini, Claudiu Musat, Boi Faltings
Interacting with Explanations through Critiquing. IJCAI (2021)
Arthur Gassner, Claudiu Musat, Alexandru Rusu, Andreas Burg
OpenCSI: An Open-Source Dataset for Indoor Localization Using CSI-Based Fingerprinting. CoRR (2021)
Blagoj Mitrevski, Milena Filipovic, Diego Antognini, Emma Lejal Glaude, Boi Faltings, Claudiu Musat
Momentum-based Gradient Methods in Multi-objective Recommender Systems. CoRR (2020)
Milena Filipovic, Blagoj Mitrevski, Diego Antognini, Emma Lejal Glaude, Boi Faltings, Claudiu Musat
Modeling Online Behavior in Recommender Systems: The Importance of Temporal Context. CoRR (2020)
Diego Antognini, Claudiu Musat, Boi Faltings
T-RECS: a Transformer-based Recommender Generating Textual Explanations and Integrating Unsupervised Language-based Critiquing. CoRR (2020)
Mohammad Saeed Rad, Behzad Bozorgtabar, Claudiu Musat, Urs-Viktor Marti, Max Basler, Hazim Kemal Ekenel, Jean-Philippe Thiran
Benefiting from multitask learning to improve single image super-resolution. Neurocomputing 398 (2020)
Nikola Milojkovic, Diego Antognini, Giancarlo Bergamin, Boi Faltings, Claudiu Musat
Multi-Gradient Descent for Multi-Objective Recommender Systems. CoRR (2020)
Larissa Schmidt, Lucy Linder, Sandra Djambazovska, Alexandros Lazaridis, Tanja Samardzic, Claudiu Musat
A Swiss German Dictionary: Variation in Speech and Writing. LREC (2020)
Giuseppe Russo, Nora Hollenstein, Claudiu Musat, Ce Zhang
Control, Generate, Augment: A Scalable Framework for Multi-Attribute Text Generation. CoRR (2020)
Guillaume Raille, Sandra Djambazovska, Claudiu Musat
Fast Cross-domain Data Augmentation through Neural Sentence Editing. CoRR (2020)
Mohammad Saeed Rad, Thomas Yu, Claudiu Musat, Hazim Kemal Ekenel, Behzad Bozorgtabar, Jean-Philippe Thiran
Benefitting from Bicubically Down-Sampled Images for Learning Real-World Image Super-Resolution. CoRR (2020)
Kaicheng Yu, Christian Sciuto, Martin Jaggi, Claudiu Musat, Mathieu Salzmann
Evaluating The Search Phase of Neural Architecture Search. ICLR (2020)
Larissa Schmidt, Lucy Linder, Sandra Djambazovska, Alexandros Lazaridis, Tanja Samardzic, Claudiu Musat
A Swiss German Dictionary: Variation in Speech and Writing. CoRR (2020)
Kirtan Padh, Diego Antognini, Emma Lejal Glaude, Boi Faltings, Claudiu Musat
Addressing Fairness in Classification with a Model-Agnostic Multi-Objective Algorithm. CoRR (2020)
Yassine Benyahia, Kaicheng Yu, Kamil Bennani-Smires, Martin Jaggi, Anthony C. Davison, Mathieu Salzmann, Claudiu Musat
Overcoming Multi-model Forgetting. ICML (2019)
Athanasios Giannakopoulos, Maxime Coriou, Andreea Hossmann, Michael Baeriswyl, Claudiu Musat
Resilient Combination of Complementary CNN and RNN Features for Text Classification through Attention and Ensembling. SDS (2019)
Noémien Kocher, Christian Scuito, Lorenzo Tarantino, Alexandros Lazaridis, Andreas Fischer, Claudiu Musat
Alleviating Sequence Information Loss with Data Overlapping and Prime Batch Sizes. CoNLL (2019)
Diego Antognini, Claudiu Musat, Boi Faltings
Multi-Dimensional Explanation of Reviews. CoRR (2019)
Lucy Linder, Michael Jungo, Jean Hennebert, Claudiu Musat, Andreas Fischer
Automatic Creation of Text Corpora for Low-Resource Languages from the Internet: The Case of Swiss German. CoRR (2019)
Christian Sciuto, Kaicheng Yu, Martin Jaggi, Claudiu Musat, Mathieu Salzmann
Evaluating the Search Phase of Neural Architecture Search. CoRR (2019)
Mohammad Saeed Rad, Behzad Bozorgtabar, Claudiu Musat, Urs-Viktor Marti, Max Basler, Hazim Kemal Ekenel, Jean-Philippe Thiran
Benefiting from Multitask Learning to Improve Single Image Super-Resolution. CoRR (2019)
Yassine Benyahia, Kaicheng Yu, Kamil Bennani-Smires, Martin Jaggi, Anthony C. Davison, Mathieu Salzmann, Claudiu Musat
Overcoming Multi-Model Forgetting. CoRR (2019)
Athanasios Giannakopoulos, Maxime Coriou, Andreea Hossmann, Michael Baeriswyl, Claudiu Musat
Resilient Combination of Complementary CNN and RNN Features for Text Classification through Attention and Ensembling. CoRR (2019)
Khalil Mrini, Claudiu Musat, Michael Baeriswyl, Martin Jaggi
Structure Tree-LSTM: Structure-aware Attentional Document Encoders. CoRR (2019)
Meryem M'hamdi, Robert West, Andreea Hossmann, Michael Baeriswyl, Claudiu Musat
Expanding the Text Classification Toolbox with Cross-Lingual Embeddings. CoRR (2019)
Noémien Kocher, Christian Scuito, Lorenzo Tarantino, Alexandros Lazaridis, Andreas Fischer, Claudiu Musat
Alleviating Sequence Information Loss with Data Overlapping and Prime Batch Sizes. CoRR (2019)
Christian Abbet, Meryem M'hamdi, Athanasios Giannakopoulos, Robert West, Andreea Hossmann, Michael Baeriswyl, Claudiu Musat
Churn Intent Detection in Multilingual Chatbot Conversations and Social Media. CoNLL (2018)
Vladimir Ilievski, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl
Goal-Oriented Chatbot Dialog Management Bootstrapping with Transfer Learning. CoRR (2018)
Bojan Petrovski, Ignacio Aguado, Andreea Hossmann, Michael Baeriswyl, Claudiu Musat
Embedding Individual Table Columns for Resilient SQL Chatbots. CoRR (2018)
Kamil Bennani-Smires, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl
GitGraph - from Computational Subgraphs to Smaller Architecture Search Spaces. ICLR (Workshop) (2018)
André Cibils, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl
Diverse Beam Search for Increased Novelty in Abstractive Summarization. CoRR (2018)
Christian Abbet, Meryem M'hamdi, Athanasios Giannakopoulos, Robert West, Andreea Hossmann, Michael Baeriswyl, Claudiu Musat
Churn Intent Detection in Multilingual Chatbot Conversations and Social Media. CoRR (2018)
Mladen Dimovski, Vladimir Ilievski, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl
Submodularity-inspired Data Selection for Goal-oriented Chatbot Training based on Sentence Embeddings. CoRR (2018)
Mladen Dimovski, Claudiu Musat, Vladimir Ilievski, Andreea Hossmann, Michael Baeriswyl
Submodularity-Inspired Data Selection for Goal-Oriented Chatbot Training Based on Sentence Embeddings. IJCAI (2018)
Pierre-Edouard Honnet, Andrei Popescu-Belis, Claudiu Musat, Michael Baeriswyl
Machine Translation of Low-Resource Spoken Dialects: Strategies for Normalizing Swiss German. LREC (2018)
Bojan Petrovski, Ignacio Aguado, Andreea Hossmann, Michael Baeriswyl, Claudiu Musat
Embedding Individual Table Columns for Resilient SQL Chatbots. SCAI@EMNLP (2018)
Kamil Bennani-Smires, Claudiu Musat, Martin Jaggi, Andreea Hossmann, Michael Baeriswyl
EmbedRank: Unsupervised Keyphrase Extraction using Sentence Embeddings. CoRR (2018)
David Dao, Dan Alistarh, Claudiu Musat, Ce Zhang
DataBright: Towards a Global Exchange for Decentralized Data Ownership and Trusted Computation. CoRR (2018)
Kamil Bennani-Smires, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl
GitGraph - Architecture Search Space Creation through Frequent Computational Subgraph Mining. CoRR (2018)
Vladimir Ilievski, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl
Goal-Oriented Chatbot Dialog Management Bootstrapping with Transfer Learning. IJCAI (2018)
Kamil Bennani-Smires, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl, Martin Jaggi
Simple Unsupervised Keyphrase Extraction using Sentence Embeddings. CoNLL (2018)
Pierre-Edouard Honnet, Andrei Popescu-Belis, Claudiu Musat, Michael Baeriswyl
Machine Translation of Low-Resource Spoken Dialects: Strategies for Normalizing Swiss German. CoRR (2017)
Athanasios Giannakopoulos, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl
Unsupervised Aspect Term Extraction with B-LSTM & CRF using Automatically Labelled Datasets. WASSA@EMNLP (2017)
Athanasios Giannakopoulos, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl
Unsupervised Aspect Term Extraction with B-LSTM & CRF using Automatically Labelled Datasets. CoRR (2017)
Athanasios Giannakopoulos, Diego Antognini, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl
Dataset Construction via Attention for Aspect Term Extraction with Distant Supervision. CoRR (2017)
Athanasios Giannakopoulos, Diego Antognini, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl
Dataset Construction via Attention for Aspect Term Extraction with Distant Supervision. ICDM Workshops (2017)