Joint-Embedding Masked Autoencoder for Self-supervised Learning of Dynamic Functional Connectivity from the Human Brainby Jungwon…
tLaSDI: Thermodynamics-informed latent space dynamics identificationby Jun Sur Richard Park, Siu Wun Cheung, Youngsoo Choi,…
Hyperspectral unmixing for Raman spectroscopy via physics-constrained autoencodersby Dimitar Georgiev, Álvaro Fernández-Galiana, Simon Vilms Pedersen,…
Decoupled Vertical Federated Learning for Practical Training on Vertically Partitioned Databy Avi Amalanshu, Yash Sirvi,…
Neural Graph Generator: Feature-Conditioned Graph Generation using Latent Diffusion Modelsby Iakovos Evdaimon, Giannis Nikolentzos, Christos…
SANGRIA: Stacked Autoencoder Neural Networks with Gradient Boosting for Indoor Localizationby Danish Gufran, Saideep Tiku,…
Downstream Task Guided Masking Learning in Masked Autoencoders Using Multi-Level Optimizationby Han Guo, Ramtin Hosseini,…
Autoencoder-based General Purpose Representation Learning for Customer Embeddingby Jan Henrik Bertrand, David B. Hoffmann, Jacopo…
Latent Neural PDE Solver: a reduced-order modelling framework for partial differential equationsby Zijie Li, Saurabh…
Smooth and Sparse Latent Dynamics in Operator Learning with Jerk Regularizationby Xiaoyu Xie, Saviz Mowlavi,…