List of BA & MA semester and master projects carried out at the DHLAB with links to code and reports.
See also:
- 🔧 the technical specifications in the README-Student-HowTo.md.
- 💻 the student project page on the DHLAB website.
Template
- [Title of Project](Link to GH repo), [level: BA/MA] [semester project|master project] by **Name of Student** (Name of Section). Report available [here](Link to PDF).
- Ethical Guidance of LLMs with RL from AI Feedback and an Ensemble of Preference Models, MA optional project by Arvind Satish Menon (MA SC). Report available here.
- Ethical Guidance of LLMs with RL from AI Feedback and an Ensemble of Preference Models, MA semester optional by Haolong Li (MA-MA3). Report available here.
- Ethical Guidance of LLMs with RL from AI Feedback and an Ensemble of Preference Models, BA semester project by Srushti Singh (BA SC). Report available here.
- Ukraine's Epigraphy and Cultural Heritage Data Analysis, MA optional project by Yuheng Lu (MA EEE). Report available here.
- Your Personalized AI Interior Designer, MA project by Yuxiao Li (MA DH). Report available here.
- CatastroBERT: Extreme Weather Event detection based on the Gazette de Lausanne dataset, BA semester project by Nkok Lucas René Charles (Communication Systems). Report available here.
- Exploring Large Vision-Language Pre-trained Models for Historical Images Classification and Captioning, BA semester project by Ines Bouchama (Communication Systems). Report available here.
- Étude des Glaciers et Apparition d’une Considération Écologique dans les Journaux Historiques Suisses, BA semester project by Dupraz Valentin Simon Sylvain (Communication Systems). Report available here.
- Standardising ownership information from the Napoleonic Cadastre of 1808 Venice, MA semester project by Carlo Maria Musso (Computer Science). Report available here.
- Where Did the News come from? Detection of News Agency Releases in Historical Newspapers, Master project by Lea Marxen (Data Science). Report available here.
- Historical Adapter Module based on LLaMA 7B, PhD semester project by Soyoung Oh (Data Science). Report available here.
- A digital catalogue of Jerusalem’s Ayyubid and Mamluk architectures, MA semester project by Youssef Mamlouk (SysCom DataScience). Report available here.
- The Cultural Microscope, BA semester project by Louise Rieupouilh (Computer science). Report not available.
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Automatic Georeferencing of Historical Cadastres, MA semester project by Théo Damiani (Computer Science). Report available here.
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Analyse et Préservation de Gameplay, MA semester project by Kévin Faustini (Communication Systems). Report not available.
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Pushing the limits of optical character recognition on complex multilingual documents — Post-OCR correction, BA semester project by Jérôme Ceccaldi (Computer Science). Report available here.
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Pushing the limits of optical character recognition on complex multilingual documents — OCR and pre-proprecessing, MA semester project by Ziqi Zhao (Computer Science). Report available here.
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Historical Newspaper Image Classification (branch or folder `pauline'), MA optional semester project by Pauline Isabel Conti (Data Science). Report available here.
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Identification and Classification of Maps in Historical Newspapers, BA semester project by Salma Ed Dahabi (Communication Systems). Report available here.
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Characters Relationship Evolution, MA semester project by Eloïse Doyard (Communication Systems). Report not available.
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1808 Venice and its real estate owners, BA semester project by Quentin Esteban (Communication Systems). Report available here.
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Toward a conceptual foundation for documenting Parisian Facades, MA master project by Florine Reau (Data Science). Report not available.
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Semi-supervised Clustering of Visual Signatures of Artworks, MA master project by Ludovica Schaerf (Digital Humanities). Report available here.
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Searching for visual patterns in a children's drawings collection, MA master project by Ravinithesh A (Digital Humanities). Report available here.
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A generic method for cartographic realignment using local feature matching, MA master project by Maxime Jan (Digital Humanities). Report available here.
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Dictionnary of novel characters (continued), MA semester project by Juliette Meurguet (Communication Systems). Report not available.
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Automatic tabular data extraction and classification in large-scale newspaper archives, Master project by Arthur Vernet (Data Science). Master thesis available here.
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Named Entity Recognition and Linking on the Historical Dictionary of Switzerland, PhD semester project by Didier Dupertuis (Digital Humanities). Report not available.
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Scrapping Youtube and key frame selection, MA semester project by Sandra Dib (Communication Systems).
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Automated georegistration of 3D models, MA semester project by Alicia Soria Gómez (Data Science). Report available here.
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TO COMPLETE, PhD semester project by Beatrice Vaienti (Digital Humanities). Report not available.
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Diachronic urban evolution from segmented maps of Jersualem, PhD semester project by Paul Guhennec (Digital Humanities). Results available here. Article in preparation.
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Character's Dictionary, BA semester project (optional) by Beatriz Borges (Communication System). Report available here, also followed by a paper submission.
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Icono Lausanne – reorientation of the photographic archives of the Historical Museum, MA semester project by Boubacar Camara (Computer Science). Report not available.
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Boosting NER in domain-specific, low-resource settings: the case of Classics, PhD semester project by Sven Najem-Meyer (Digital Humanities). Report not available.
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Analysing Visual Pattern Propagation in Large Photo Corpora of Paintings, PhD semester project by Paul Guhennec (Digital Humanities). Report available here.
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TO COMPLETE, PhD semester project by Didier Dupertuis (Digital Humanities). Report not available.
- Exploring a large corpus of historical newspapers through implicit entity networks, MA semester project by Julien Salomon (Communication Systems). Report available here.
- Information extraction from Geneva botanical garden historical herbarium(s), Master project by Simon Maulini. Master thesis not available.
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Exploring a large corpus of historical newspapers through implicit entity networks, MA semester project by Isabelle Pumford (Computer Science). Report available here.
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TO COMPLETE, Master project by Marion Kramer (Digital Humanities). Master thesis not available.
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CNN-based vectorization and geolocalisation of historical city maps: cross-cultural performance and the impact of figurative diversity, Master project by Remi Petitpierre (Digital Humanities). Master thesis not available.
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Aerial photography vectorisation, MA semester project by Niels Ecarfail (Section). Report not available.
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4DEarth, MA semester project by Loic Serafin. Report not available.
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TO COMPLETE, MA semester project by Valentine Bernasconi. Report not available.
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[Metadata mining of large collections of historical newspapers(https://github.com/dh-epfl-students/impresso-metadata-explorer), MA semester project by Justine Weber (Data Science). Report available here.
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Improving handwritten text recognition with transfer learning, MA semester project by Karthigan Sinnathamby. Report available here.
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Historical newspaper article segmentation and classification using visual and textual features, PhD semester project by Raphael Barman (Digital Humanities). Journal publication available here.
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Historical newspaper article segmentation and classification using visual and textual features, Master project by Raphael Barman (Digital Humanities). Master thesis available here.
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Automated geographical alignment procedure through dense point clouds simplification, Master project by Loris Aiulfi. Master thesis not available.
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Reconstruction du Louvre en 4D, Master project by Descombes Albane Bénédicte (Digital Humanities). Master thesis available here.
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Historical newspaper image classification, MA semester project (optional) by Edoardo Holzl and Lucas Gauchoux (Communication Systems). Report available here.
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Draining YouTube, MA semester project by Rubiato Xabier (Applied Physics). Report not available.
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Metadata mining of large collections of historical newspapers, XXX project by Christian Gassner (Section). Report available here.
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Numérisation de masse : vers la création d’un nouvel acteur de l’information - Le Projet Time Machine, Internship project by Camille Besse (Ecole Nationale des Chartes, Paris, France). Report not available.
- Citation entity disambiguation, XXX project by Tao Sun (Section). Report not available.
- Reference parsing, XXX project by Mattia Martinelli (Section). Report not available.
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SmartCloud, MA semester project by Loris Aiufli (Section). Report not available).
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Ancient Photogrammetry, Master project by Yann Perret (Section). Master thesis not available.
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Reference extraction with deep learning, XXX project by Danny Rodrigues Alves (Section). Report not available.
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Automatic extraction and cleaning of digitized photo archives, MA semester project by Petrovski Bojan (Section). Report not available.
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Automatic metadata extraction of digitized photo archives, MA semester project by Nie Shiyue (Section). Report not available.
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3D reconstructions based on film, MA semester project by Sauvé Matthieu (Section). Report not available.
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Architecture and web-service design for cultural heritage web applications, BA semester project by Vijayarasa Niroshan (Section). Report not available.
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Chronocloud, kernel and word resilience on Google n-grams, MA semester project by Ciprian Tomoiaga (Section). Report not available.
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NE relation detection in Le Temps archives, MA semester project by Thibault Viglino (Section). Report not available.
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NE disambiguation in Le Temps archives, MA semester project by Florent Devillard (Section). Report not available.
- OCR Correction of Le Temps, Master project by Laurent Valette (Computer Science). Master thesis not available.
- Correcting the Optical Character Recognition of Swiss daily newspaper Le Temps, MA semester project by Arnaud Miribel (Communication Systems). Report available here MISSING.