Concept

Knowledge sharing

Related publications (500)

Approaching Ontology Alignment through Representation Learning to Bridge the Semantic Gap in Engineering Applications

The current information landscape is characterised by a vast amount of relatively semantically homogeneous, when observed in isolation, data silos that are, however, drastically semantically fragmented when considered as a whole. Within each data silo, inf ...

EPFL2020

Model Fusion via Optimal Transport

Martin Jaggi, Sidak Pal Singh

Combining different models is a widely used paradigm in machine learning applications. While the most common approach is to form an ensemble of models and average their individual predictions, this approach is often rendered infeasible by given resource co ...

2020

Inter-laboratory Study for Characterizing Monoclonal Antibodies by Top-Down and Middle-Down Mass Spectrometry

Yury Tsybin, Natalia Gasilova, Laure Menin, Luca Fornelli, Kristina Srzentic

The Consortium for Top-Down Proteomics (www.topdownproteomics.org) launched the present study to assess the current state of top-down mass spectrometry (TD MS) and middle-down mass spectrometry (MD MS) for characterizing monoclonal antibody (mAb) primary s ...

2020

Isogeometric Mortar Coupling for Electromagnetic Problems

Annalisa Buffa, Rafael Vazquez Hernandez

This paper discusses and analyses two domain decomposition approaches for electromagnetic problems that allow the combination of domains discretised by either Nédélec-type polynomial finite elements or spline-based isogeometric analysis. The first approach ...

2019

FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents

Jean-Philippe Thiran, Hazim Kemal Ekenel, Guillaume Jaume

We present a new dataset for form understanding in noisy scanned documents (FUNSD) that aims at extracting and structuring the textual content of forms. The dataset comprises 199 real, fully annotated, scanned forms. The documents are noisy and vary widely ...

IEEE2019

Leveraging research partnerships to achieve the 2030 Agenda Experiences from North-South cooperation

Silvia Hostettler, Jürg Utzinger, Maxime Winkler

Transnational research partnerships are considered fundamental for supporting research and creating shared knowledge for sustainable development. They enable the acquisition and global sharing of high-quality information and create shared knowledge and cap ...

OEKOM VERLAG2019

Atlas Poliphilo, Grand Genève

Dieter Dietz, Julien Lafontaine Carboni, Aurélie Dupuis

This course focuses on techniques and methods for an open and systematic compilation of images. Forms of visual information are major manifestations of a culture and will be explored in respect to their symbolic, intellectual or emotional power. All these ...

2019

Short-term field study programmes for developing interdisciplinary skills in engineering education

Florence Graezer Bideau, Roland John Tormey, Marc Laperrouza, Johanna Susette Gonçalves Martin, Eric Hoesli

Short-term field study involves groups of students working in an off-campus (sometimes international) setting, and often involves working on realistic, open-ended problems, in interaction with a host community. Such learning experiences are intended to dev ...

2019

Ethics in Research

Science is in revolution. The formidable scientific and technological developments of the last century have dramatically transformed the way in which we conduct scientific research. The knowledge and applications that science produces has profound conseque ...

2019

Grammar-based generation of trusses within non-convex domains

Corentin Jean Dominique Fivet, Ioannis Mirtsopoulos

A force-driven generative grammar rule is proposed as a design exploration method for planar networks in static equilibrium within non-convex domains. The aim is to enrich the catalog of unconventional structural typologies. Empty or partial networks in eq ...

fib2019

Graph Chatbot

Chat with Graph Search

Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.

DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.