Marc Pinet
I am currently a PhD Student (from fall 2025) working at Orange and a member of the LIG, advised by Prof. Dominique Vaufreydaz, Dr. Julien Cumin and Dr. Samuel Berlemont.
Research Interests
Machine Learning · Representation Learning · Self-Supervised Learning · Time Series Analysis · Anomaly Detection · Large Language Models (LLMs) · Anomaly Explanation
News
Aug 2026talk Upcoming talk, "Anomalies in Multivariate Time Series Benchmarks Are Mostly Univariate" at KDD 2026, Mining and Learning from Time Series Workshop (MILETS) in Jeju, South Korea
. Presentation link coming soon.
Jun 2026service I'm serving as an Ethics Reviewer for NeurIPS.
Jun 2026accepted My paper "Anomalies in Multivariate Time Series Benchmarks Are Mostly Univariate" has been accepted to KDD 2026, Mining and Learning from Time Series Workshop (MILETS).
Jun 2026project I released Doublage, a browser game to dub video scenes with friends in any language, no install needed.- Jun 2026preprint I released a preprint of Anomalies in Multivariate Time Series Benchmarks Are Mostly Univariate.
Apr 2026project I released Citracer, a tool that walks citations backward and renders an interactive reference graph.
Nov 2025experience I'm now a PhD Researcher at Orange in collaboration with the LIG (Laboratoire d'Informatique de Grenoble). →
Nov 2025education I started my PhD in Computer Science & Mathematics at Université Grenoble Alpes. →