Academic personal website

ICLR21 Tent: Fully Test-Time Adaptation by Entropy Minimization

Public repository for the ICLR'23 paper "Few-shot domain adaptation for end-to-end communication"

[ICLR 2023] Test-time Robust Personalization for Federated Learning

QuaDRiGa, short for QUAsi Deterministic RadIo channel GenerAtor, is used for generating realistic radio channel impulse responses for system-level simulations of mobile radio networks.

Instant Radio Maps (Instant RM) - Fast and Differentiable Radio Maps

Code for coreset selection methods

Code for experiments regarding importance sampling for training neural networks

Online Coreset Selection for Rehearsal-based Continual Learning, ICLR 2022

Awesome coreset/core-set/subset/sample selection works.

A Deep Learning Based Viterbi Algorithm for Symbol Detection

Academic project for constructing the decoder for communication using Deep learning networks - CNN architecture and ResNet Inception model architecture.

Accompanying code of paper "On Recurrent Neural Networks for Sequence-based Processing in Communications" by Daniel Tandler, Sebastian Dörner, Sebastian Cammerer, Stephan ten Brink.

IJCAI-Personalized Federated Learning with Graph

PyTorch Implementation of the CVPR'22 Paper "Constrained Few-shot Class-incremental Learning"

This Matlab package solves federated learning problems via inexact ADMM

A library for federated learning (a distributed machine learning process) in an enterprise environment.

Perform data science on data that remains in someone else's server

NVIDIA Federated Learning Application Runtime Environment

A Neuromodulated Meta-Learning algorithm

Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"

This repo implements CKA similarity for comparing deep models or datasets

Compare neural networks by their feature similarity

An Numpy and PyTorch Implementation of CKA-similarity with CUDA support

Reproduce CKA: Similarity of Neural Network Representations Revisited