173 citations
- Hugging FaceUS8 papers
- Allen InstituteUS2 papers
- Carnegie Mellon UniversityUS2 papers
- Cornell UniversityUS2 papers
- Google (United States)US2 papers
- Stanford UniversityUS2 papers
- The University of Texas at AustinUS2 papers
- University of TorontoCA2 papers
- Agence pour le développement de l'emploiLU1 paper
- Agostino Gemelli University PolyclinicIT1 paper
- Analyse, Géométrie et ModélisationFR1 paper
- Artificial Intelligence in Medicine (Canada)CA1 paper
12 papers
What if AI systems weren't chatbots?
Sourojit Ghosh, Pranav Narayanan Venkit, Sanjana Gautam +1
The rapid convergence of artificial intelligence (AI) toward conversational chatbot interfaces marks a critical moment for the industry. This paper argues that the chatbot paradigm…
Lower bounds in -rational approximation to Blaschke products
Laurent Baratchart, Alexander Borichev, Sylvain Chevillard +2
We derive lower bounds in best rational approximation of given degree to finite Blaschke products, in the Hardy space of the unit disk. We first consider approximation to $z^…
Notes on the discretization of TV-NORM regularized inverse potential problems
L Baratchart, D P Hardin, C Villalobos-Guillén +1
We describe a method to discretize optimization problems arising in the regularization of linear inverse problem having compact forward operator defined on 3-D valued measures, com…
Croissant: A Metadata Format for ML-Ready Datasets
Mubashara Akhtar, Omar Benjelloun, Costanza Conforti +28
Data is a critical resource for machine learning (ML), yet working with data remains a key friction point. This paper introduces Croissant, a metadata format for datasets that crea…
Energy and Carbon Considerations of Fine-Tuning BERT
Xiaorong Wang, Clara Na, Emma Strubell +2
Despite the popularity of the `pre-train then fine-tune' paradigm in the NLP community, existing work quantifying energy costs and associated carbon emissions has largely focused o…
LEDITS: Real Image Editing with DDPM Inversion and Semantic Guidance
Linoy Tsaban, Apolinário Passos
Recent large-scale text-guided diffusion models provide powerful image-generation capabilities. Currently, a significant effort is given to enable the modification of these images…