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Synthetic imagery sets new bar in AI training efficiency

MIT researchers have developed StableRep, an AI training method using synthetic images generated by text-to-image models, which surpasses traditional training on real images. The approach leverages multi-positive contrastive learning, promising more efficient, less biased, and resource-conscious machine learning development. ....

Phillip Isola , Huiwen Chang , Google Deepmind , David Fleet , Dilip Krishnan , University Of Toronto , Artificial Intelligence Laboratory , Lijie Fan , Yonglong Tian Phd , Neural Information Processing Systems , Mit Csail , Contrastive Learning , Synthetic Images , Stable Diffusion , Lijie Fan , Ai Image Generator , Yonglong Tian , Phillip Isola ,

Synthetic imagery sets new bar in AI training efficiency

Synthetic imagery sets new bar in AI training efficiency
techxplore.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from techxplore.com Daily Mail and Mail on Sunday newspapers.

David Fleet , Google Deepmind , Artificial Intelligence Laboratory , University Of Toronto , Lijie Fan , Yonglong Tian , Synthetic Images ,

Paedophiles using AI to turn singers and film stars into kids

Charity finds dark web forums sharing thousands of new abuse images made with bespoke AI software. ....

Milton Keynes , United Kingdom , Suella Braverman , Alejandro Mayorkas , Internet Watch Foundation , Home Secretary Suella Braverman , Security Secretary Alejandro Mayorkas , Susie Hargreaves , Child Sexual Abuse , Sexual Abuse , Child Abuse Victims , Mages Of Celebrities , Celebrities As Children , Synthetic Images ,

AI Presents Political Peril for 2024 with Threat to Mislead Voters

Discover the growing threat of AI-generated deepfakes in political campaigns and elections, as computer engineers and political scientists warn about the creation of realistic fake images, video, and audio. ....

United States , Anderson Cooper , Elon Musk , Yvette Clarke , Mike Nellis , Donald Trump , Oren Etzioni , Joe Biden , Petko Stoyanov , Allen Institute , Associated Press , Republican National Committee , President Donald Trump , Truth Social , President Joe Biden , Higher Ground Labs , Computer Engineers , Ech Inclined Political Scientists , Artificial Intelligence Tools , Fake Images , Make Video , Lake Audio , Synthetic Images , Enerative Ai , Social Media Algorithms , Ampaign Dirty Tricks ,

"Application of Artificial Intelligence Approaches in the Flood Manageme" by Umair Iqbal

Floods are the most recurrent, widespread and damaging natural disasters, and are ex-pected to become further devastating because of global warming. Blockage of cross-drainage hydraulic structures (e.g., culverts, bridges) by flood-borne debris is an influen-tial factor which usually results in reducing hydraulic capacity, diverting the flows, dam-aging structures and downstream scouring. Australia is among the countries adversely impacted by blockage issues (e.g., 1998 floods in Wollongong, 2007 floods in Newcas-tle). In this context, Wollongong City Council (WCC), under the Australian Rainfall and Runoff (ARR), investigated the impact of blockage on floods and proposed guidelines to consider blockage in the design process for the first time. However, existing WCC guide-lines are based on various assumptions (i.e., visual inspections as representative of hy-draulic behaviour, post-flood blockage as representative of peak floods, blockage remains constant during the whole flo ....

Lab Dataset , Wollongong City Council , Neural Architecture Search Network Nasnet , Australian Rainfall , Hydraulics Lab Dataset , Visual Hydraulics Lab Dataset , Culvert Openings , Synthetic Images , Neural Architecture Search Network , Floor Management , Ross Drainage Hydraulic Structures , Ydraulic Blockage , Isual Blockage , Caled Physical Models , Artificial Intelligence ,