G-NeuroDAVIS: A Neural Network model for generalized embedding, data visualization and sample generationby Chayan Maitra,…
Enhancing Unimodal Latent Representations in Multimodal VAEs through Iterative Amortized Inferenceby Yuta Oshima, Masahiro Suzuki,…
TABCF: Counterfactual Explanations for Tabular Data Using a Transformer-Based VAEby Emmanouil Panagiotou, Manuel Heurich, Tim…
Gaussian Mixture Vector Quantization with Aggregated Categorical Posteriorby Mingyuan Yan, Jiawei Wu, Rushi Shah, Dianbo…
Compressing high-resolution data through latent representation encoding for downscaling large-scale AI weather forecast modelby Qian…
Conditional Lagrangian Wasserstein Flow for Time Series Imputationby Weizhu Qian, Dalin Zhang, Yan ZhaoFirst submitted…
Comparison of Autoencoder Encodings for ECG Representation in Downstream Prediction Tasksby Christopher J. Harvey, Sumaiya…
Disentangled Representation Learning for Parametric Partial Differential Equationsby Ning Liu, Lu Zhang, Tian Gao, Yue…
CktGen: Specification-Conditioned Analog Circuit Generationby Yuxuan Hou, Jianrong Zhang, Hua Chen, Min Zhou, Faxin Yu,…
Continual learning with task specialistby Indu Solomon, Aye Phyu Phyu Aung, Uttam Kumar, Senthilnath JayaveluFirst…