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
4 papers · 1 filter
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…
STG-MTL: Scalable Task Grouping for Multi-Task Learning Using Data Map
Ammar Sherif, Abubakar Abid, Mustafa Elattar +1
Multi-Task Learning (MTL) is a powerful technique that has gained popularity due to its performance improvement over traditional Single-Task Learning (STL). However, MTL is often c…
Evaluating the Social Impact of Generative AI Systems in Systems and Society
Irene Solaiman, Zeerak Talat, William Agnew +28
Generative AI systems across modalities, ranging from text (including code), image, audio, and video, have broad social impacts, but there is no official standard for means of eval…