The more you know, the less you learn: from knowledge transfer to one-shot learning of object categories
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.
The chapter is based on new empirical data collected through primary surveys and in-depth interviews with Indian skilled migrants in Europe and with returnees in India. The study found that Indian skilled professionals, scientists and students are contribu ...
Resource management processes that lead to value creation for customers are not yet fully understood. This paper sheds light on managerial decisions regarding the processes of structuring, bundling and leveraging of external resources that possess knowledg ...
In this work, we draw attention to a connection between skill-based models of game outcomes and Gaussian process classification models. The Gaussian process perspective enables a) a principled way of dealing with uncertainty and b) rich models, specified t ...
In co-located meetings, participants create and share content to establish a common understanding. In this paper, we present a collaborative environment that enables group members to create and share content simultaneously by providing them with different ...
Six date palm characteristics provide the structure of this book: Form, Fruit, Hydration, Metamorphosis, Shade and Shadow, and Gender. Each investigation draws on Emirati traditions and tacit knowledge to share a narrative that is infused with sensitivity, ...
The product development process (PDP) is a complex process encompassing many very diverse activities, and involving a fairly big number of actors, spread across different professions, teams and companies. In todayâs product development, more often than n ...
When given a single frame of the video, humans can not only interpret the content of the scene, but also they are able to forecast the near future. This ability is mostly driven by their rich prior knowledge about the visual world, both in terms of (i) the ...
Here we look at incorporating development education into classroom life and professional practice by examining the issue of teachers who teach development education but who do not have a strong knowledge base in global development issues. Where will they l ...
One of the reasons sentiment lexicons do not reach human-level performance is that they lack the contexts that define the polarities of words. While obtaining this knowledge through machine learning would require huge amounts of data, context is commonsens ...
This chapter discusses the factors that influence the development aspirations of skilled Indians living in Europe and those who have returned to India. While India is seen as a country that benefits from the positive effects of skilled migration, it lacks ...