2 papers
cs.LG2026
Class-Balanced Softmax: A Bayes Theory-Based Method for Long-Tailed Recognition
Yi-Hang Zhu, Rajeev Raman, Shiqi Su +4
Deep learning models using traditional softmax classifiers have achieved remarkable success in various classification tasks. However, their performance degrades significantly on im…
astro-ph.IM2025
Emulating CO Line Radiative Transfer with Deep Learning
Shiqi Su, Frederik De Ceuster, Jaehoon Cha +5
Modelling carbon monoxide (CO) line radiation is computationally expensive for traditional numerical solvers, especially when applied to complex, three-dimensional stellar atmosphe…