1 code implementation • ICCV 2021 • Mehrdad Khani, Vibhaalakshmi Sivaraman, Mohammad Alizadeh
SRVC decodes the video by passing the decompressed low-resolution video frames through the (time-varying) super-resolution model to reconstruct high-resolution video frames.
1 code implementation • 11 Jun 2019 • Mehrdad Khani, Mohammad Alizadeh, Jakob Hoydis, Phil Fleming
We propose MMNet, a deep learning MIMO detection scheme that significantly outperforms existing approaches on realistic channels with the same or lower computational complexity.
1 code implementation • ICCV 2021 • Mehrdad Khani, Pouya Hamadanian, Arash Nasr-Esfahany, Mohammad Alizadeh
Real-time video inference on edge devices like mobile phones and drones is challenging due to the high computation cost of Deep Neural Networks.
no code implementations • 21 Sep 2022 • Vibhaalakshmi Sivaraman, Pantea Karimi, Vedantha Venkatapathy, Mehrdad Khani, Sadjad Fouladi, Mohammad Alizadeh, Frédo Durand, Vivienne Sze
We design Gemino, a new neural compression system for video conferencing based on a novel high-frequency-conditional super-resolution pipeline.