Abstract: Forward error correction (FEC) techniques are widely used in various communication systems, including 4G/5G wireless communication, Internet, optical ...

Abstract: We propose an all-optical low-density parity-check (LDPC) decoder using deep unfolding with learnable damping parameters to mitigate system noise. Our approach enhances the performance of ...

We present FlowSeek, a novel framework for optical flow requiring minimal hardware resources for training. FlowSeek marries the latest advances on the design space of optical flow networks with ...

Optical flow models are commonly evaluated by their ability to accurately predict the apparent motion from image sequence data. Though not seen during training, this evaluation data generally shares ...