Inverse Problems Leveraging Pre-trained Contrastive Representations [arXiv] [code] [project page] [slides] [poster]

Sriram Ravula*, Georgios Smyrnis*, Matt Jordan, Alexandros G. Dimakis

Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS 2021) (to appear)

Deep Autoencoder-based Massive MIMO CSI Feedback with Quantization and Entropy Coding [paper] [slides]

Sriram Ravula, Swayambhoo Jain

2021 IEEE Global Communications Conference (GLOBECOM) (to appear)

A Comparison of Classical and Deep Learning-based Techniques for Compressing Signals in a Union of Subspaces [paper] [slides]

Sriram Ravula, Swayambhoo Jain

2021 Data Compression Conference (DCC)

One-dimensional Deep Image Prior for Time Series Inverse Problems [arXiv]

Sriram Ravula, Alexandros G. Dimakis


(* denotes equal contribution)