Chatgpt needs spade (sustainability, privacy, digital divide, and ethics) evaluation: A review

SA Khowaja, P Khuwaja, K Dev, W Wang… - Cognitive …, 2024 - Springer
ChatGPT is another large language model (LLM) vastly available for the consumers on their
devices but due to its performance and ability to converse effectively, it has gained a huge …

Quantum machine learning: from physics to software engineering

A Melnikov, M Kordzanganeh, A Alodjants… - Advances in Physics …, 2023 - Taylor & Francis
Quantum machine learning is a rapidly growing field at the intersection of quantum
technology and artificial intelligence. This review provides a two-fold overview of several key …

Ego-exo4d: Understanding skilled human activity from first-and third-person perspectives

K Grauman, A Westbury, L Torresani… - Proceedings of the …, 2024 - openaccess.thecvf.com
Abstract We present Ego-Exo4D a diverse large-scale multimodal multiview video dataset
and benchmark challenge. Ego-Exo4D centers around simultaneously-captured egocentric …

Compute trends across three eras of machine learning

J Sevilla, L Heim, A Ho, T Besiroglu… - … Joint Conference on …, 2022 - ieeexplore.ieee.org
Compute, data, and algorithmic advances are the three fundamental factors that drive
progress in modern Machine Learning (ML). In this paper we study trends in the most readily …

[PDF][PDF] The computational limits of deep learning

NC Thompson, K Greenewald, K Lee… - arxiv preprint arxiv …, 2020 - assets.pubpub.org
Deep learning's recent history has been one of achievement: from triumphing over humans
in the game of Go to world-leading performance in image classification, voice recognition …

Green edge AI: A contemporary survey

Y Mao, X Yu, K Huang, YJA Zhang… - Proceedings of the …, 2024 - ieeexplore.ieee.org
Artificial intelligence (AI) technologies have emerged as pivotal enablers across a multitude
of industries, including consumer electronics, healthcare, and manufacturing, largely due to …

Power hungry processing: Watts driving the cost of AI deployment?

S Luccioni, Y Jernite, E Strubell - The 2024 ACM Conference on …, 2024 - dl.acm.org
Recent years have seen a surge in the popularity of commercial AI products based on
generative, multi-purpose AI systems promising a unified approach to building machine …

Quantum technologies need a quantum energy initiative

A Auffèves - PRX Quantum, 2022 - APS
Quantum technologies are currently the object of high expectations from governments and
private companies, as they hold the promise to shape safer and faster ways to extract …

The importance of resource awareness in artificial intelligence for healthcare

Z Jia, J Chen, X Xu, J Kheir, J Hu, H **ao… - Nature Machine …, 2023 - nature.com
Artificial intelligence and machine learning (AI/ML) models have been adopted in a wide
range of healthcare applications, from medical image computing and analysis to continuous …

Method and evaluations of the effective gain of artificial intelligence models for reducing CO2 emissions

P Delanoë, D Tchuente, G Colin - Journal of environmental management, 2023 - Elsevier
Nowadays, there is an increasing use of digital technologies and Artificial Intelligence (AI)
such as Machine Learning (ML) models that leverage data to optimize the performances of …