Aviv Shamsian

pFedHN. Official code implementation for "Personalized Federated Learning using Hypernetworks" [ICML 2021]

YOLO_V3_from_scratch_colab. Implementing YOLOV3 on google colab

auxinash. Official implementation of Auxiliary learning as an Bargaining Game.

DeepLabv3. Implementation of DeepLabV3 paper using Pytorch

SRGAN-Keras-Implementation. Photo Realistic Single Image Super-Resolution Using a Generative Adversarial Network implemented in Keras

deep-weight-space-augmentations. Official implementation of "Improved Generalization of Weight Space Networks via Augmentations", ICML 2024

Pytorch-MNIST-colab. MNIST Image Classification using Pytorch

NICE. NICE: NON-LINEAR INDEPENDENT COMPONENTS ESTIMATION

Reinforcement-Learning. Several Reinforcement Learning Algorithms including Kaggle's two sigma challenge

ContinuousParetoMTL. [ICML 2020] PyTorch Code for "Efficient Continuous Pareto Exploration in Multi-Task Learning"

German-Traffic-Signs-Classification. Solving German Traffic Signs Classification problem with VGG model

VAE_pytorch. Simple variational autoencoder implementation