Unofficial JAX implementations of deep learning research papers

We implement RCNN algorithm for object detection from an Images.

This repository is accompanying the papers "Artificial Fast Fading from Reconfigurable Surfaces Enables Ultra-Reliable Communications" (SPAWC 2021), "RIS-Assisted Statistical Channel Shaping for Ultra-High Reliability" (WSA 2021), and "Reconfigurable Intelligent Surface Phase Hopping for Ultra-Reliable Communications" (TWC, DOI:10.1109/TWC.2022.…

Using NeRF we can convert 2d images into 3d.

Research paper Implementation: Natural-based underwater image color enhancement through fusion of swarm-intelligence algorithm

Pytorch Implementation of Capsule Networks

Minimum Hitting Set solver described in my master thesis and a subsequent research paper

Using Tapestry algorithm in Elixir to construct a fault-tolerant distributed hash table for sharing files in a p2p network

A collection of research paper implementations in PyTorch

This repository belongs to the paper "Reliability and Latency Analysis for Wireless Communication Systems with a Secret-Key Budget" (K.-L. Besser, R. F. Schaefer, H. V. Poor, IEEE Transactions on Communications, vol. 72, no. 2, pp. 1033-1044, Feb. 2024).

Implementation of semi and self supervised learning on Imbalanced Dataset

Best B.tech Final Year Project "Design and Analysis of Cryptographic Technique for Communication System"

This repository is accompanying the paper "Multi-User Frequency Assignment for Ultra-Reliable mmWave Two-Ray Channels" (WiOpt 2022, DOI:10.23919/WiOpt56218.2022.9930571)

My implementation(s) of ChessCrypt, focusing on the core S-Box generation algorithm using chess piece movements for cryptographic strength

A secure elliptic curve cryptography based mutual authentication protocol for cloud-assisted TMIS

Apply Style of one image onto another image using VGG19 Deep Neural Network in PyTorch

My implementation of Machine Learning and Deep Learning papers from scratch.

This repository is accompanying the paper "Frequency Diversity for Ultra-Reliable and Secure Communications in Sub-THz Two-Ray Scenarios" (Karl-L. Besser, Eduard Jorswieck, and Justin Coon, IEEE ICC 2023. doi:10.1109/ICC45041.2023.10279098).

This code is the implementation of the research paper: New insights on integer programming models for the kidney exchange problem. Miguel Constantino, Xenia Klimentova, Ana Viana, and Abdur Rais (Constantino et al). European Journal of Operational Research, 231(1):57–68, 2013. Integer programs in the paper are solved using glpk solver in python.

We proposed an approach that use the keywords of research paper as feature and generate a Restricted Boltzmann Machine (RBM).