Davit Soselia's Projects
Avalanche: a End-to-End Library for Continual Learning.
Detecting Number plate from images of cars using openCV
Continual Learning tutorials and demo running on Google Colaboratory.
PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).
Evaluate three types of task shifting with popular continual learning algorithms.
[CVPR 2021] "The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models" Tianlong Chen, Jonathan Frankle, Shiyu Chang, Sijia Liu, Yang Zhang, Michael Carbin, Zhangyang Wang
Learning Continuous Signed Distance Functions for Shape Representation
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
An unofficial PyTorch implementation of a federated learning algorithm, FedAvg.
Flickr-Faces-HQ Dataset (FFHQ)
Full description can be found here: https://discuss.huggingface.co/t/pretrain-gpt-neo-for-open-source-github-copilot-model/7678?u=ncoop57
Data Collection Tool with Gradio
Code for Interpretable Adversarial Perturbation in Input Embedding Space for Text, IJCAI 2018.
Keras implementation of the Learn to Pay Attention model.
Automated Lip reading from real-time videos in tensorflow in python
A reimplementation of "The Lottery Ticket Hypothesis" (Frankle and Carbin) on MNIST.
PyTorch implementation of MAE https//arxiv.org/abs/2111.06377
Elastic weight consolidation technique for incremental learning.
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent