Timothée Lesort's Projects
Automatic script to parse bibtex to mardown to create manageable bibliography github repository. We take the example of continual learning to illustrate the script.
A list of papers, blogs, datasets and software in the field of lifelong/continual machine learning
Introduction to a method for training a deep neural network to learn a representation of a robot's environment state using a priori knowledge by an unsupervised fashion
The author's officially unofficial PyTorch BigGAN implementation.
Blog of the LibreCV.org
[ICLR 2022] Towards Continual Knowledge Learning of Language Models
A pytorch compatible data loader to create sequence of tasks for Continual Learning
Relevant papers in Continual Learning
Cracking the Coding Interview 6th Ed. Python Solutions
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
Convolutional Neural Networks
Dataset Distillation
Continuum Learning with GEM: Gradient Episodic Memory
PyTorch Implementation of iCaRL
Guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and Jetson TX1.
NNGeometry is a PyTorch library for computing Fisher Information Matrices and Neural Tangent Kernels
Code for PCA-OGD (AISTATS 2021)
Incremental Methods of Deep Learning for Detection and Classifcation in a Robotics Environment
Pretrained models on CIFAR10/100 in PyTorch
Collection of generative models in Pytorch version.
Jupyter Notebook Pytorch Stack