Some municipalities implement bike counters on cycling routes in order to monitor traffic. [nullpxl] recently investigated ...

Abstract: We propose a robust inductive semi-supervised label prediction model over the embedded representation, termed adaptive embedded label propagation with weight learning (AELP-WL), for ...

The official implementation of Boosting Vision-Language Models with Transduction. Authors: Maxime Zanella, Benoît Gérin, Ismail Ben Ayed. We present TransCLIP, a novel and computationally efficient ...

Ready-to-use code and tutorial notebooks to boost your way into few-shot image classification. This repository is made for you if: you're new to few-shot learning and want to learn; or you're looking ...

Rotating machinery, as an indispensable core component in modern industry, directly affects production efficiency, safety, and economic benefits through its reliability and operational stability.

B.S. in Computer Engineering, University of Illinois at Urbana/Champaign, 1983 M.S. in Computer Science, University of Illinois at Urbana/Champaign, 1985 See my invited talk at the EMNLP 2023 Big ...

Abstract: Deep learning has been used for optimizing a multitude of wireless problems. Yet most existing works assume that training and test samples are drawn from the same distribution, which is not ...

Young children develop sophisticated internal models of the world based on their visual experience. Can such models be learned from a child’s visual experience without strong inductive biases? To ...

In the ever-evolving world of machine learning, two fundamental approaches often come into play: inductive and transductive learning. While both methods are instrumental in how machines interpret and ...

The term ‘digital coaching’ is widely used but ill-defined. The present study therefore investigates how digital coaching is defined and how it differentiates from face-to-face coaching and other ...

ADELPHI, Md. -- Soldiers in combat face challenging scenarios on the battlefield as they work to complete their missions. To assist them in the decision making process, Army researchers have ...