Abstract: Modern communication systems rely on Low- Density Parity-Check (LDPC) decoders to provide reliable error correction for wireless networks of the next ...
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 ...