Senior Data Scientist, Aignostics GmbH Prev.: Postdoctoral Researcher at Udem - Mila Quebec AI Institut PhD Institut Polytechnique de Paris / Ensta-Paris.
Repositories
TLESORT/YOLO-TensorRT-GIE-
This code is an implementation of a trained YOLO neural network used with the TensorRT framework.
TLESORT/Continual_Learning_Data_Former
A pytorch compatible data loader to create sequence of tasks for Continual Learning
TLESORT/Generative_Continual_Learning
TLESORT/State-Representation-Learning-An-Overview
Simplified version of "State Representation Learning for Control: An Overview" bibliography
TLESORT/Automatic_Awesome_Bibliography
Automatic script to parse bibtex to mardown to create manageable bibliography github repository. We take the example of continual learning to illustrate the script.
TLESORT/SCoLe-SCaling-Continual-Learning
Official Code for "Challenging Common Assumptions about Catastrophic Forgetting and Knowledge Accumulation", CoLLas 2023.
TLESORT/PhD
Incremental Methods of Deep Learning for Detection and Classifcation in a Robotics Environment
TLESORT/continual-knowledge-learning
[ICLR 2022] Towards Continual Knowledge Learning of Language Models
TLESORT/CL_Visualization
TLESORT/robustness
Corruption and Perturbation Robustness (ICLR 2019)
TLESORT/CtCI-6th-Edition-Python
Cracking the Coding Interview 6th Ed. Python Solutions
TLESORT/nngeometry
NNGeometry is a PyTorch library for computing Fisher Information Matrices and Neural Tangent Kernels
TLESORT/darkflow
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
TLESORT/IB-IRM
TLESORT/blog
Blog of the LibreCV.org
TLESORT/pytorch-cifar-models
Pretrained models on CIFAR10/100 in PyTorch
TLESORT/PCA-OGD
Code for PCA-OGD (AISTATS 2021)
TLESORT/stable-baselines3
PyTorch version of Stable Baselines, improved implementations of reinforcement learning algorithms.
TLESORT/continual_learning_papers
Relevant papers in Continual Learning
TLESORT/Baxter_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
TLESORT/awesome-lifelong-continual-learning
A list of papers, blogs, datasets and software in the field of lifelong/continual machine learning
TLESORT/GIE-TensorRT--Documentation
TLESORT/icarl
PyTorch Implementation of iCaRL
TLESORT/BigGAN-PyTorch
The author's officially unofficial PyTorch BigGAN implementation.
TLESORT/pytorch-spectral-normalization-gan
Paper by Miyato et al. https://openreview.net/forum?id=B1QRgziT-
TLESORT/Datasets_Starter_Packs_pytorch
TLESORT/dataset-distillation
Dataset Distillation