The Financial Express

Sparsh Bansal

Sparsh Bansal is a reporter for Financial Express.com based out of Noida, covering Indian equity markets. Sparsh is especially focused on India’s financial market developments and trends. He also ...
IEEE

GMAEEG: A Self-Supervised Graph Masked Autoencoder for EEG Representation Learning

Abstract: Annotated electroencephalogram (EEG) data is the prerequisite for artificial intelligence-driven EEG autoanalysis. However, the scarcity of annotated data due to its high-cost and the ...
IEEE

Deep Stacked Autoencoder-Based Long-Term Spectrum Prediction Using Real-World Data

Abstract: Spectrum prediction is challenging due to its multi-dimension, complex inherent dependency, and heterogeneity among the spectrum data. In this paper, we first propose a stacked autoencoder ...
GitHub

Diffusion Transformers with Representation Autoencoders (RAE)

We present Representation Autoencoders (RAE), a class of autoencoders that utilize pretrained, frozen representation encoders such as DINOv2 and SigLIP2 as encoders with trained ViT decoders. RAE can ...