Alexis Roger

According to our database, Alexis Roger authored at least 11 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

LLM Pretraining Shapes a Generalizable Manifold: Insights into Cross-Modal Transfer to Time Series.

Alexis Roger, Prateek Humane, Zhenghan Tai, Gwen Legate, Andrei Mircea, Vasilii Feofanov, Irina Rish

CoRR, May, 2026

2025

Image Tiling for High-Resolution Reasoning: Balancing Local Detail with Global Context.

Anatole Jacquin de Margerie, Alexis Roger, Irina Rish

CoRR, December, 2025

Multilingual VLM Training: Adapting an English-Trained VLM to French.

Jules Lahmi, Alexis Roger

CoRR, December, 2025

Small Vocabularies, Big Gains: Pretraining and Tokenization in Time Series Models.

Alexis Roger, Gwen Legate, Kashif Rasul, Yuriy Nevmyvaka, Irina Rish

CoRR, November, 2025

Random Initialization Can't Catch Up: The Advantage of Language Model Transfer for Time Series Forecasting.

Roland Riachi, Kashif Rasul, Arjun Ashok, Prateek Humane, Alexis Roger, Andrew Robert Williams, Yuriy Nevmyvaka, Irina Rish

CoRR, June, 2025

Robin: a Suite of Multi-Scale Vision-Language Models and the CHIRP Evaluation Benchmark.

Alexis Roger, Prateek Humane, Daniel Z. Kaplan, Kshitij Gupta, Qi Sun, George Adamopoulos, Jonathan Siu Chi Lim, Quentin Anthony, Edwin Fennell, Irina Rish

CoRR, January, 2025

2024

Towards Adversarially Robust Vision-Language Models: Insights from Design Choices and Prompt Formatting Techniques.

Rishika Bhagwatkar, Shravan Nayak, Reza Bayat, Alexis Roger, Daniel Z. Kaplan, Pouya Bashivan, Irina Rish

CoRR, 2024

2023

Towards ethical multimodal systems.

Alexis Roger, Esma Aïmeur, Irina Rish

CoRR, 2023

A Privacy-Preserving Federated Learning for IoT Intrusion Detection System.

Riadh Ben Chaabene, Darine Ameyed, Fehmi Jaafar, Alexis Roger, Esma Aïmeur, Mohamed Cheriet

Proceedings of the 9th International Conference on Control, 2023

2022

Aligning MAGMA by Few-Shot Learning and Finetuning.

Jean-Charles Layoun, Alexis Roger, Irina Rish

CoRR, 2022

A review of modern surveillance techniques and their presence in our society.

Alexis Roger

CoRR, 2022