52 citations · 52 across the 5 of their papers we have counts for
7 papers
Automatic Die Studies for Ancient Numismatics
Clément Cornet, Héloïse Aumaître, Romaric Besançon +3
Die studies are fundamental to quantifying ancient monetary production, providing insights into the relationship between coinage, politics, and history. The process requires tediou…
ALPI: Auto-Labeller with Proxy Injection for 3D Object Detection using 2D Labels Only
Saad Lahlali, Nicolas Granger, Hervé Le Borgne +1
3D object detection plays a crucial role in various applications such as autonomous vehicles, robotics and augmented reality. However, training 3D detectors requires a costly preci…
Smooth Pseudo-Labeling
Nikolaos Karaliolios, Hervé Le Borgne, Florian Chabot
Semi-Supervised Learning (SSL) seeks to leverage large amounts of non-annotated data along with the smallest amount possible of annotated data in order to achieve the same level of…
Detection of Thermal Events by Semi-Supervised Learning for Tokamak First Wall Safety
Christian Staron, Hervé Le Borgne, Raphaël Mitteau +2
This paper explores a semi-supervised object detection approach to detect hot spots on the internal wall of Tokamaks. A huge amount of data is produced during an experimental campa…
Learning Semantic Ambiguities for Zero-Shot Learning
Celina Hanouti, Hervé Le Borgne
Zero-shot learning (ZSL) aims at recognizing classes for which no visual sample is available at training time. To address this issue, one can rely on a semantic description of each…
Multimodal Entity Linking for Tweets
Omar Adjali, Romaric Besançon, Olivier Ferret +2
In many information extraction applications, entity linking (EL) has emerged as a crucial task that allows leveraging information about named entities from a knowledge base. In thi…
Learning More Universal Representations for Transfer-Learning
Youssef Tamaazousti, Hervé Le Borgne, Céline Hudelot +2
A representation is supposed universal if it encodes any element of the visual world (e.g., objects, scenes) in any configuration (e.g., scale, context). While not expecting pure u…