Conditional Gumbel-Softmax for constrained feature selection with application to node selection in wireless sensor networksby…
MultiMax: Sparse and Multi-Modal Attention Learningby Yuxuan Zhou, Mario Fritz, Margret KeuperFirst submitted to arxiv…
Hierarchical Classification Auxiliary Network for Time Series Forecastingby Yanru Sun, Zongxia Xie, Dongyue Chen, Emadeldeen…
Transformer In-Context Learning for Categorical Databy Aaron T. Wang, Ricardo Henao, Lawrence CarinFirst submitted to…
Masked Face Recognition with Generative-to-Discriminative Representationsby Shiming Ge, Weijia Guo, Chenyu Li, Junzheng Zhang, Yong…
A GPU-Accelerated Bi-linear ADMM Algorithm for Distributed Sparse Machine Learningby Alireza Olama, Andreas Lundell, Jan…
Multi-scale Quaternion CNN and BiGRU with Cross Self-attention Feature Fusion for Fault Diagnosis of Bearingby…
Understanding the differences in Foundation Models: Attention, State Space Models, and Recurrent Neural Networksby Jerome…
Sigmoid Gating is More Sample Efficient than Softmax Gating in Mixture of Expertsby Huy Nguyen,…
Attention Mechanisms Don’t Learn Additive Models: Rethinking Feature Importance for Transformersby Tobias Leemann, Alina Fastowski,…