Privacy-Aware Visual Language Models

no code implementations • 27 May 2024 • Laurens Samson, Nimrod Barazani, Sennay Ghebreab, Yuki M. Asano

This paper aims to advance our understanding of how Visual Language Models (VLMs) handle privacy-sensitive information, a crucial concern as these technologies become integral to everyday life.

Back to Basics: Deep Reinforcement Learning in Traffic Signal Control

1 code implementation • 15 Sep 2021 • Sierk Kanis, Laurens Samson, Daan Bloembergen, Tim Bakker

In this paper we revisit some of the fundamental premises for a reinforcement learning (RL) approach to self-learning traffic lights.

reinforcement-learning Reinforcement Learning (RL) +1

I Bet You Are Wrong: Gambling Adversarial Networks for Structured Semantic Segmentation

no code implementations • 7 Aug 2019 • Laurens Samson, Nanne van Noord, Olaf Booij, Michael Hofmann, Efstratios Gavves, Mohsen Ghafoorian

Adversarial training has been recently employed for realizing structured semantic segmentation, in which the aim is to preserve higher-level scene structural consistencies in dense predictions.

Segmentation Semantic Segmentation