Kumar Pratik

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 8

Top Topics

Pose Estimation

Compressed Sensing

Implicit Polynomial

Top Venues

IEEE Trans. Signal Process.

Publications

Giovanni Luca Marchetti, Gabriele Cesa, Kumar Pratik, Arash Behboodi
Neural Lattice Reduction: A Self-Supervised Geometric Deep Learning Approach. CoRR (2023)
Gabriele Cesa, Kumar Pratik, Arash Behboodi
Equivariant Self-supervised Deep Pose Estimation for Cryo EM. TAG-ML (2023)
Tribhuvanesh Orekondy, Kumar Pratik, Shreya Kadambi, Hao Ye, Joseph Soriaga, Arash Behboodi
WiNeRT: Towards Neural Ray Tracing for Wireless Channel Modelling and Differentiable Simulations. ICLR (2023)
Anna Kuzina, Kumar Pratik, Fabio Valerio Massoli, Arash Behboodi
Equivariant Priors for Compressed Sensing with Unknown Orientation. CoRR (2022)
Anna Kuzina, Kumar Pratik, Fabio Valerio Massoli, Arash Behboodi
Equivariant Priors for compressed sensing with unknown orientation. ICML (2022)
Kumar Pratik, Rana Ali Amjad, Arash Behboodi, Joseph B. Soriaga, Max Welling
Neural Augmentation of Kalman Filter with Hypernetwork for Channel Tracking. GLOBECOM (2021)
Kumar Pratik, Rana Ali Amjad, Arash Behboodi, Joseph B. Soriaga, Max Welling
Neural Augmentation of Kalman Filter with Hypernetwork for Channel Tracking. CoRR (2021)
Kumar Pratik, Bhaskar D. Rao, Max Welling
RE-MIMO: Recurrent and Permutation Equivariant Neural MIMO Detection. IEEE Trans. Signal Process. 69 (2021)