2 papers
cs.CL2026
Attention Residuals
Kimi Team, Guangyu Chen, Yu Zhang +34
Residual connections with PreNorm are standard in modern LLMs, yet they accumulate all layer outputs with fixed unit weights. This uniform aggregation causes uncontrolled hidden-st…
physics.geo-ph2026
Long-term marine acoustic and seismic monitoring using distributed acoustic sensing and deep learning
Chun Zhang, Weiqiang Zhu, Barbara A. Romanowicz +3
The ocean remains one of the least instrumented parts of Earth, and many geophysical, biological, and anthropogenic signals go undetected for lack of instrumentation. Distributed a…