3 papers
cs.LG2026
Spectrally Targeted Muon
Vishrut Goyal, Rohan Ramkumar
The Muon optimizer orthogonalizes each update matrix, setting all of its singular values to one, and has proven highly effective for training large language models. It remains uncl…
cs.AI2026
Measuring Intelligence Beyond Human Scale
Jerry Han, Rafael Moschopoulos, Ella Colby +6
How can we measure intelligence beyond human capability? Human-authored benchmarks saturate, and above human capability, examiners may not know which tasks are both hard and verifi…
cs.CV2025
Uncertainty-Guided Selective Adaptation Enables Cross-Platform Predictive Fluorescence Microscopy
Kai-Wen K. Yang, Andrew Bai, Alexandra Bermudez +7
Deep learning is transforming microscopy, yet models often fail when applied to images from new instruments or acquisition settings. Conventional adversarial domain adaptation (ADD…