CLCE: An Approach to Refining Cross-Entropy and Contrastive Learning for Optimized Learning Fusionby Zijun Long,…
Accuracy-Preserving Calibration via Statistical Modeling on Probability Simplexby Yasushi Esaki, Akihiro Nakamura, Keisuke Kawano, Ryoko…
Investigating the Histogram Loss in Regressionby Ehsan Imani, Kai Luedemann, Sam Scholnick-Hughes, Esraa Elelimy, Martha…
Classification Diffusion Models: Revitalizing Density Ratio Estimationby Shahar Yadin, Noam Elata, Tomer MichaeliFirst submitted to…
Variational Continual Test-Time Adaptationby Fan Lyu, Kaile Du, Yuyang Li, Hanyu Zhao, Zhang Zhang, Guangcan…
Accuracy of TextFooler black box adversarial attacks on 01 loss sign activation neural network ensembleby…
REMEDI: Corrective Transformations for Improved Neural Entropy Estimationby Viktor Nilsson, Anirban Samaddar, Sandeep Madireddy, Pierre…
Scaling Laws for Downstream Task Performance in Machine Translationby Berivan Isik, Natalia Ponomareva, Hussein Hazimeh,…
Cross Entropy versus Label Smoothing: A Neural Collapse Perspectiveby Li Guo, Keith Ross, Zifan Zhao,…
Deconstructing the Goldilocks Zone of Neural Network Initializationby Artem Vysogorets, Anna Dawid, Julia KempeFirst submitted…