[HTML][HTML] Training for the safe activation of Automated Vehicles matters: Revealing the benefits of online training to creating glaringly better mental models and …

SE Merriman, KMA Revell, KL Plant - Applied Ergonomics, 2023 - Elsevier
online training programme improves drivers' activation decisions and behaviour on the road.
Additionally, the online trainingactivate this type of AV system safely on the road. A recent …

Activating methods and their use in online education

I Tureková, A Hašková, I Marková… - ICERI2020 …, 2020 - library.iated.org
… One of them is the Safety Data Sheet for chemical substances. Activating methods were …
and project methods together with brainstorming in online environment of IT technologies. The …

Uncovering Safety Risks in Open-source LLMs through Concept Activation Vector

Z Xu, R Huang, X Wang, F Wu, J Yao, X Xie - arXiv preprint arXiv …, 2024 - arxiv.org
… A SCAV is a CAV extracted from LLMs to illustrate its safety. … that Activation in SCAV is not
the activation value in language models such as GPT-2’s MLP layer. The position of activation

Activate and reject: towards safe domain generalization under category shift

C Chen, L Tang, L Tao, HY Zhou… - Proceedings of the …, 2023 - openaccess.thecvf.com
… We propose an unknown-aware training objective to activate the unknown’s logit and
alleviate the overconfidence issue, and an online adaptation strategy to perform post hoc …

[HTML][HTML] … an automated vehicle class as a hazard? using online video-based training to improve drivers' trust and mental models for activating an automated vehicle

SE Merriman, KMA Revell, KL Plant - Transportation research part F: traffic …, 2023 - Elsevier
… helps safe activation behaviour, and if it impairs safe activation behaviour, the online
video-based training programme needs to be modified to better promote safe activation conditions. …

Towards a safety case for hardware fault tolerance in convolutional neural networks using activation range supervision

F Geissler, S Qutub, S Roychowdhury, A Asgari… - arXiv preprint arXiv …, 2021 - arxiv.org
… an established part of numerous safetycritical computer vision … activation clipping techniques,
we build a prototypical safety … As a safety-relevant end-to-end use case, we showcase the …

Online behavioural activation during the COVID-19 pandemic decreases depression and negative affective bias

T Ruzickova, J Carson, S Argabright… - Psychological …, 2023 - cambridge.org
… the benefits of online BA that can be administered by nonspecialists after brief training. These
… to the flexibility with which BA can be administered online, making it safe during a period of …

Applying behavioural activation (BA) and simulation-based learning (SBL) approaches to enhance MSW students' competence in suicide risk assessment, prevention …

E Lee, T Kourgiantakis - Social Work Education, 2023 - Taylor & Francis
… Rather than developing elective courses on suicide training, we embedded SRAPI
training within the required courses in mental health. This decision was informed by research …

Improving generalizability in implicitly abusive language detection with concept activation vectors

I Nejadgholi, KC Fraser, S Kiritchenko - arXiv preprint arXiv:2204.02261, 2022 - arxiv.org
… Instead, we propose to adapt the Testing Concept Activation Vector (TCAV) … safety and
fairness by adapting the model to newly emerged or not previously covered types of online abuse, …

Detecting backdoor attacks on deep neural networks by activation clustering

B Chen, W Carvalho, N Baracaldo, H Ludwig… - arXiv preprint arXiv …, 2018 - arxiv.org
… pose a significant safety risk. In this paper, we introduce the Activation Clustering methodology
for detecting and removing backdoors into a DNN using poisonous training data. To the …