OmniSpectra encodes spectra by wavelength instead of token rank
The 12.2M-parameter model, pretrained on eight surveys, beats seven baselines and larger models.
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Stories tagged #masked-autoencoder
WildMAE extends masked autoencoders for wildlife camera-trap images
On 4,744 Snapshot Serengeti images at 75% masking, historical PSNR was 27.90 dB for WildMAE versus 24.33 for vanilla MAE.
Identifying Agentic Automation with Behavioral Telemetry
Akamai describes detecting autonomous AI browser agents like Comet using Masked Autoencoder Transformer models on sparse behavioral telemetry.