Self-supervised learning (SSL)
PulseAugur coverage of Self-supervised learning (SSL) — every cluster mentioning Self-supervised learning (SSL) across labs, papers, and developer communities, ranked by signal.
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DEFUSE framework offers generalizable backdoor defense for SSL encoders
Researchers have developed DEFUSE, a novel framework designed to detect and defend against backdoor attacks targeting self-supervised learning (SSL) encoders. Unlike previous methods that were limited to specific encode…
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AI models improve lithium-ion battery health estimation with limited data
Researchers have developed new methods for estimating the State of Health (SOH) of lithium-ion batteries, particularly when labeled data is scarce. One approach utilizes degradation-aligned self-supervised learning with…
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New detector secures self-supervised datasets for foundation models
Researchers have developed a Poisoned Data Detector (PDD) to ensure the integrity of datasets curated using self-supervised learning for foundation models. This defense mechanism combines the ImageBind model with tradit…