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Publications associées (690)
Docta Manus Drawing Structures 2023
Patricia Guaita, Raffael Baur, Enrique Corres Sojo, David Carlos Fernandez-Ordoñez Hernandez
Drawing constitutes a very powerful and critical tool of conceptual design. Drawing constructs thought, it acts as a communication interface between the work and the mind and between different disciplines; it is the most powerful language of communication ...
2024Beyond fine-tuning: LoRA modules boost near-OOD detection and LLM security
Pierre Vandergheynst, Milos Vasic, Francesco Craighero, Renata Khasanova
Under resource constraints, LLMs are usually fine- tuned with additional knowledge using Parameter Efficient Fine-Tuning (PEFT), using Low-Rank Adaptation (LoRA) modules. In fact, LoRA injects a new set of small trainable matrices to adapt an LLM to a new ...
2024Beyond fine-tuning: LoRA modules boost near-OOD detection and LLM security
Pierre Vandergheynst, Milos Vasic, Francesco Craighero, Renata Khasanova
Under resource constraints, LLMs are usually fine-tuned with additional knowledge using Parameter Efficient Fine-Tuning (PEFT), using Low-Rank Adaptation (LoRA) modules. In fact, LoRA injects a new set of small trainable matrices to adapt an LLM to a new t ...
2024Notes on Drawing: interior material lines
The essential aspects of drawing cannot be taught theoretically. They can only be learned through practice by creating a certain intimacy with the work. The action of hand drawing initiates a transformative bodily experience generating intensities, frictio ...
Park Books2023Building a Knowledge Graph of Chinese Kung Fu Masters From Heterogeneous Bilingual Data
Various endeavours into semantic web technologies and ontology engineering have been made within the organisation of cultural data, facilitating public access to digital assets. Although models for conceptualising objects have reached a certain level of ma ...
2023Unlocking a multimodal archive of Southern Chinese martial arts through embodied cues
Sarah Irene Brutton Kenderdine, Yumeng Hou, Fadel Mamar Seydou
Purpose: Despite being an authentic carrier of various cultural practices, the human body is often underutilised to access the knowledge of human body. Digital inventions today have created new avenues to open up cultural data resources, yet mainly as appa ...
2023Sustaining Knowledge and Governing its Infrastructure in the Digital Age: An Integrated View
Simon François Dumas Primbault, Pierre Henri Marcel Mounier
Preprint of a programmatic article on the governance and ecology of digital knowledge infrastructures stemming from a year of seminars and workshops led between September 2021 and June 2022 at the Laboratory for the history of science and technology (LHST) ...
2023Improving Generalization of Pretrained Language Models
In this dissertation, we propose multiple methods to improve transfer learning for pretrained language models (PLMs). Broadly, transfer learning is a powerful technique in natural language processing, where a language model is first pre-trained on a data-r ...
EPFL2023Atomic scale volume and grain boundary diffusion elucidated by in situ STEM
Johann Michler, Xavier Maeder, Laszlo Pethö, Amit Sharma
Diffusion is one of the most important phenomena studied in science ranging from physics to biology and, in abstract form, even in social sciences. In the field of materials science, diffusion in crystalline solids is of particular interest as it plays a p ...
Berlin2023Appropriations and Uses of Travel Time
Ludy Juliana González Villamizar
Time has always been a central factor in understanding the challenges of daily mobility. For a long time, and still today, methods of economic evaluation of transport projects have monetized time savings so that they can be included in the cost–benefit ana ...
ISTE Wiley2023