Andrés Marafioti

16 papers A* 1Journal 14Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	FineVision: Open Data Is All You Need. CoRR Luis Wiedmann, Orr Zohar, Amir Mahla, Xiaohan Wang, Rui Li, Thibaud Frere, Leandro von Werra, Aritra Roy Gosthipaty, Andrés Marafioti
2025	J	`jnl`	SmolDocling: An ultra-compact vision-language model for end-to-end multi-modal document conversion. CoRR Ahmed S. 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, Peter W. J. Staar
2025	J	`jnl`	SmolLM2: When Smol Goes Big - Data-Centric Training of a Small Language Model. CoRR 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, Xuan-Son Nguyen, Clémentine Fourrier, Ben Burtenshaw, Hugo Larcher, Haojun Zhao, Cyril Zakka, Mathieu Morlon, Colin Raffel, Leandro von Werra, Thomas Wolf
2025	J	`jnl`	SmolVLA: A Vision-Language-Action Model for Affordable and Efficient Robotics. CoRR Mustafa Shukor, Dana Aubakirova, Francesco Capuano, Pepijn Kooijmans, Steven Palma, Adil Zouitine, Michel Aractingi, Caroline Pascal, Martino Russi, Andrés Marafioti, Simon Alibert, Matthieu Cord, Thomas Wolf, Rémi Cadène
2025	J	`jnl`	SmolVLM: Redefining small and efficient multimodal models. CoRR Andrés Marafioti, Orr Zohar, Miquel Farré, Merve Noyan, Elie Bakouch, Pedro Cuenca, Cyril Zakka, Loubna Ben Allal, Anton Lozhkov, Nouamane Tazi, Vaibhav Srivastav, Joshua Lochner, Hugo Larcher, Mathieu Morlon, Lewis Tunstall, Leandro von Werra, Thomas Wolf
2024	J	`jnl`	Building and better understanding vision-language models: insights and future directions. CoRR Hugo Laurençon, Andrés Marafioti, Victor Sanh, Léo Tronchon
2021	—	`conf`	CataNet: Predicting Remaining Cataract Surgery Duration. MICCAI (4) Andrés Marafioti, Michel Hayoz, Mathias Gallardo, Pablo Márquez-Neila, Sebastian Wolf, Martin Zinkernagel, Raphael Sznitman
2021	J	`jnl`	CataNet: Predicting remaining cataract surgery duration. CoRR Andrés Marafioti, Michel Hayoz, Mathias Gallardo, Pablo Márquez-Neila, Sebastian Wolf, Martin Zinkernagel, Raphael Sznitman
2021	J	`jnl`	GACELA: A Generative Adversarial Context Encoder for Long Audio Inpainting of Music. IEEE J. Sel. Top. Signal Process. Andrés Marafioti, Piotr Majdak, Nicki Holighaus, Nathanaël Perraudin
2021	J	`jnl`	Time-Frequency Phase Retrieval for Audio - The Effect of Transform Parameters. CoRR Andrés Marafioti, Nicki Holighaus, Piotr Majdak
2021	J	`jnl`	Time-Frequency Phase Retrieval for Audio - The Effect of Transform Parameters. IEEE Trans. Signal Process. Andrés Marafioti, Nicki Holighaus, Piotr Majdak
2020	J	`jnl`	GACELA - A generative adversarial context encoder for long audio inpainting. CoRR Andrés Marafioti, Piotr Majdak, Nicki Holighaus, Nathanaël Perraudin
2019	J	`jnl`	A Context Encoder For Audio Inpainting. IEEE ACM Trans. Audio Speech Lang. Process. Andrés Marafioti, Nathanaël Perraudin, Nicki Holighaus, Piotr Majdak
2019	A*	`conf`	Adversarial Generation of Time-Frequency Features with application in audio synthesis. ICML Andrés Marafioti, Nathanaël Perraudin, Nicki Holighaus, Piotr Majdak
2019	J	`jnl`	Adversarial Generation of Time-Frequency Features with application in audio synthesis. CoRR Andrés Marafioti, Nicki Holighaus, Nathanaël Perraudin, Piotr Majdak
2018	J	`jnl`	A context encoder for audio inpainting. CoRR Andrés Marafioti, Nathanaël Perraudin, Nicki Holighaus, Piotr Majdak