5 papers
Shieldstral
Antonia Calvi, Avinash Sooriyarachchi, Giada Pistilli +273
We introduce Shieldstral, a 3B-parameter policy-adaptive multimodal safety classifier that matches or outperforms models nearly 7 its size on text safety benchmarks and set…
Voxtral TTS
Mistral-AI, :, Alexander H. Liu +186
We introduce Voxtral TTS, an expressive multilingual text-to-speech model that generates natural speech from as little as 3 seconds of reference audio. Voxtral TTS adopts a hybrid…
Closing the Performance Gap in Generative Recommenders with Collaborative Tokenization and Efficient Modeling
Simon Lepage, Jeremie Mary, David Picard
Recent work has explored generative recommender systems as an alternative to traditional ID-based models, reframing item recommendation as a sequence generation task over discrete…
Markov Chain Estimation with In-Context Learning
Simon Lepage, Jeremie Mary, David Picard
We investigate the capacity of transformers to learn algorithms involving their context while solely being trained using next token prediction. We set up Markov chains with random…
LRVS-Fashion: Extending Visual Search with Referring Instructions
Simon Lepage, Jérémie Mary, David Picard
This paper introduces a new challenge for image similarity search in the context of fashion, addressing the inherent ambiguity in this domain stemming from complex images. We prese…