VONet: Unsupervised Video Object Learning With Parallel U-Net Attention and Object-wise Sequential VAEby Haonan Yu,…
Generalization Error Guaranteed Auto-Encoder-Based Nonlinear Model Reduction for Operator Learningby Hao Liu, Biraj Dahal, Rongjie…
Polytopic Autoencoders with Smooth Clustering for Reduced-order Modelling of Flowsby Jan Heiland, Yongho KimFirst submitted…
Comparative Study on the Performance of Categorical Variable Encoders in Classification and Regression Tasksby Wenbin…
Classification and Reconstruction Processes in Deep Predictive Coding Networks: Antagonists or Allies?by Jan Rathjens, Laurenz…
BENO: Boundary-embedded Neural Operators for Elliptic PDEsby Haixin Wang, Jiaxin Li, Anubhav Dwivedi, Kentaro Hara,…
Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting…
CFASL: Composite Factor-Aligned Symmetry Learning for Disentanglement in Variational AutoEncoderby Hee-Jun Jung, Jaehyoung Jeong, Kangil…
A GAN-based data poisoning framework against anomaly detection in vertical federated learningby Xiaolin Chen, Daoguang…
NODI: Out-Of-Distribution Detection with Noise from Diffusionby Jingqiu Zhou, Aojun Zhou, Hongsheng LiFirst submitted to…