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cs.LG2024
How green is continual learning, really? Analyzing the energy consumption in continual training of vision foundation models
Tomaso Trinci, Simone Magistri, Roberto Verdecchia +1
With the ever-growing adoption of AI, its impact on the environment is no longer negligible. Despite the potential that continual learning could have towards Green AI, its environm…
cs.LG2024
Training Green AI Models Using Elite Samples
Mohammed Alswaitti, Roberto Verdecchia, Grégoire Danoy +2
The substantial increase in AI model training has considerable environmental implications, mandating more energy-efficient and sustainable AI practices. On the one hand, data-centr…