A Survey on AI Sustainability: Emerging Trends on Learning Algorithms
and Research Challenges

A Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges

8 May 2022

Papers citing "A Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges"

13 / 13 papers shown

Title
The Unbearable Lightness of Prompting: A Critical Reflection on the Environmental Impact of genAI use in Design Education M. Lupetti Elena Cavallin Dave Murray-Rust AI4CE 44 1 0 28 Jan 2025
oRetrieval Augmented Generation for 10 Large Language Models and its Generalizability in Assessing Medical Fitness Y. Ke Liyuan Jin Kabilan Elangovan H. Abdullah Nan Liu ... J. Ong Chang Fu Kuo Shao-Chun Wu Vesela P. Kovacheva Daniel Ting RALM LM&MA 23 1 0 11 Oct 2024
"Hello, It's Me": Deep Learning-based Speech Synthesis Attacks in the Real World Emily Wenger Max Bronckers Christian Cianfarani Jenna Cryan Angela Sha Haitao Zheng Ben Y. Zhao AAML 35 39 0 20 Sep 2021
Carbon Emissions and Large Neural Network Training David A. Patterson Joseph E. Gonzalez Quoc V. Le Chen Liang Lluís-Miquel Munguía D. Rothchild David R. So Maud Texier J. Dean AI4CE 244 644 0 21 Apr 2021
Pruning and Quantization for Deep Neural Network Acceleration: A Survey Tailin Liang C. Glossner Lei Wang Shaobo Shi Xiaotong Zhang MQ 130 673 0 24 Jan 2021
Privacy and Robustness in Federated Learning: Attacks and Defenses Lingjuan Lyu Han Yu Xingjun Ma Chen Chen Lichao Sun Jun Zhao Qiang Yang Philip S. Yu FedML 183 355 0 07 Dec 2020
It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations Samson Tan Shafiq R. Joty Min-Yen Kan R. Socher 163 103 0 09 May 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 267 3,371 0 09 Mar 2020
Comparing Rewinding and Fine-tuning in Neural Network Pruning Alex Renda Jonathan Frankle Michael Carbin 224 383 0 05 Mar 2020
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 323 4,212 0 23 Aug 2019
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 329 11,684 0 09 Mar 2017
Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights Aojun Zhou Anbang Yao Yiwen Guo Lin Xu Yurong Chen MQ 319 1,049 0 10 Feb 2017
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 239 31,257 0 16 Jan 2013