causal transformer
PulseAugur coverage of causal transformer — every cluster mentioning causal transformer across labs, papers, and developer communities, ranked by signal.
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NAPE framework advances audio representation learning via next patch embedding prediction
Researchers have introduced NAPE (Next-Audio-Patch-Embedding prediction), a novel self-supervised learning framework for audio. This method utilizes causal Transformers to predict successive patch embeddings of a log-me…
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Webcam gaze data fails to improve autonomous driving hazard detection
A new research paper explores whether human gaze data, captured by webcams, can help autonomous driving models avoid developing "mesa-objectives"—internal goals that achieve high training performance through spurious co…
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New models improve causal inference for longitudinal data
Researchers have developed two new models, CSSD and CSSPD, to improve causal inference from longitudinal observational data, a crucial task for clinical decision support. These models address a fundamental tension in ex…