Search Results for author: Alireza Morsali

Found 5 papers, 3 papers with code

DiffGANPaint: Fast Inpainting Using Denoising Diffusion GANs

no code implementations3 Aug 2023 Moein Heidari, Alireza Morsali, Tohid Abedini, Samin Heydarian

Free-form image inpainting is the task of reconstructing parts of an image specified by an arbitrary binary mask.

Denoising Generative Adversarial Network +1

Multi-Head ReLU Implicit Neural Representation Networks

1 code implementation7 Oct 2021 Arya Aftab, Alireza Morsali

In this paper, a novel multi-head multi-layer perceptron (MLP) structure is presented for implicit neural representation (INR).

Ensemble Neural Representation Networks

1 code implementation7 Oct 2021 Milad Soltany Kadarvish, Hesam Mojtahedi, Hossein Entezari Zarch, Amirhossein Kazerouni, Alireza Morsali, Azra Abtahi, Farokh Marvasti

Hence, it is vital to suggest an optimization algorithm to find the sub-optimal structure of the ensemble network, which is done in this paper.

Deep Learning Framework for Hybrid Analog-Digital Signal Processing in mmWave Massive-MIMO Systems

no code implementations30 Jul 2021 Alireza Morsali, Afshin Haghighat, Benoit Champagne

This structure is then embedded into an extended hybrid analog-digital deep neural network (HDNN) architecture which facilitates the implementation of mmWave massive-MIMO systems while improving their performance.

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