When does compositional structure yield compositional generalization? A kernel theoryby Samuel Lippl, Kim StachenfeldFirst submitted…
LoGAH: Predicting 774-Million-Parameter Transformers using Graph HyperNetworks with 1/100 Parametersby Xinyu Zhou, Boris Knyazev, Alexia…
BOLD: Boolean Logic Deep Learningby Van Minh Nguyen, Cristian Ocampo, Aymen Askri, Louis Leconte, Ba-Hien…
A Second-Order Perspective on Model Compositionality and Incremental Learningby Angelo Porrello, Lorenzo Bonicelli, Pietro Buzzega,…
SNOBERT: A Benchmark for clinical notes entity linking in the SNOMED CT clinical terminologyby Mikhail…
Multi-scale Quaternion CNN and BiGRU with Cross Self-attention Feature Fusion for Fault Diagnosis of Bearingby…
Mixture of In-Context Prompters for Tabular PFNsby Derek Xu, Olcay Cirit, Reza Asadi, Yizhou Sun,…
Dissecting the Interplay of Attention Paths in a Statistical Mechanics Theory of Transformersby Lorenzo Tiberi,…
Robust width: A lightweight and certifiable adversarial defenseby Jonathan Peck, Bart GoossensFirst submitted to arxiv…
Anomalous Change Point Detection Using Probabilistic Predictive Codingby Roelof G. Hup, Julian P. Merkofer, Alex…