Adversarial Generation of Time-Frequency Features with application in audio synthesis. - Andrés Marafioti; Nathanaël Perraudin; Nicki Holighaus; Piotr Majdak (ICML, 2019)

A Context Encoder For Audio Inpainting. - Andrés Marafioti; Nathanaël Perraudin; Nicki Holighaus; Piotr Majdak (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

GACELA - A generative adversarial context encoder for long audio inpainting. - Andrés Marafioti; Piotr Majdak; Nicki Holighaus; Nathanaël Perraudin (CoRR, 2020)

CataNet: Predicting Remaining Cataract Surgery Duration. - Andrés Marafioti; Michel Hayoz; Mathias Gallardo; Pablo Márquez-Neila; Sebastian Wolf 005; Martin Zinkernagel; Raphael Sznitman (MICCAI (4), 2021)

GACELA: A Generative Adversarial Context Encoder for Long Audio Inpainting of Music. - Andrés Marafioti; Piotr Majdak; Nicki Holighaus; Nathanaël Perraudin (IEEE J. Sel. Top. Signal Process., 2021)

Time-Frequency Phase Retrieval for Audio - The Effect of Transform Parameters. - Andrés Marafioti; Nicki Holighaus; Piotr Majdak (IEEE Trans. Signal Process., 2021)

Building and better understanding vision-language models: insights and future directions. - Hugo Laurençon; Andrés Marafioti; Victor Sanh; Léo Tronchon (CoRR, 2024)

SmolLM2: When Smol Goes Big - Data-Centric Training of a Small Language Model. - Loubna Ben Allal; Anton Lozhkov; Elie Bakouch; Gabriel Martín Blázquez; Guilherme Penedo; Lewis Tunstall; Andrés Marafioti; Hynek Kydlícek; Agustín Piqueres Lajarín; Vaibhav Srivastav; Joshua Lochner; Caleb Fahlgren; et al. (CoRR, 2025)

SmolDocling: An ultra-compact vision-language model for end-to-end multi-modal document conversion. - Ahmed Nassar; Andrés Marafioti; Matteo Omenetti; Maksym Lysak; Nikolaos Livathinos; Christoph Auer; Lucas Morin; Rafael Teixeira de Lima; Yusik Kim; A. Said Gurbuz; Michele Dolfi; Miquel Farré; et al. (CoRR, 2025)

SmolVLM: Redefining small and efficient multimodal models. - Andrés Marafioti; Orr Zohar; Miquel Farré; Merve Noyan; Elie Bakouch; Pedro Cuenca 002; Cyril Zakka; Loubna Ben Allal; Anton Lozhkov; Nouamane Tazi; Vaibhav Srivastav; Joshua Lochner; et al. (CoRR, 2025)

SmolVLA: A Vision-Language-Action Model for Affordable and Efficient Robotics. - Mustafa Shukor; Dana Aubakirova; Francesco Capuano; Pepijn Kooijmans; Steven Palma; Adil Zouitine; Michel Aractingi; Caroline Pascal; Martino Russi; Andrés Marafioti; Simon Alibert; Matthieu Cord; et al. (CoRR, 2025)