Name: Sacha Morin
Type: User
Company: Université de Montréal, Mila
Bio: I am a PhD student in Machine Learning at MILA. I am advised by Guy Wolf in the RAFALES lab and Liam Paull in the Robotics and Embodied AI Lab (REAL).
Twitter: SachMorin
Location: Montreal, Canada
Blog: https://sachamorin.github.io/
Sacha Morin's Projects
Reimplementation of some ConceptGraphs functionalities.
Notebook to reproduce the main results of our paper Sustained IFN signaling is associated with delayed development of SARS-CoV-2-specific immunity.
Build graphs and find paths with A*. Supports occupancy grid maps.
A simple, easy to use loader written in Python 3 for a few datasets.
Code for the paper "Planning with Diffusion for Flexible Behavior Synthesis"
Image segmentation code for Monocular Robot Navigation with Self-Supervised Pretrained Vision Transformers.
A modular high-level library to train embodied AI agents across a variety of tasks, environments, and simulators.
Use the cg branch for a minor patch for Concept Graphs installation.
Neural network for malaria detection on segmented cell images.
A customizable framework to create maze and gridworld environments
Quantifying experimental perturbations at single cell resolution
Creating multi-resolution embeddings and clusters from high dimensional data
Neural net API implemented from scratch using Numpy.
Numpy implementation of Random Forest and Decision Tree for classification.
Dataset class to load posed RGBD frames.
Personal website
scikit-learn: machine learning in Python
SLAM with apriltags
root repository for complete tagslam setup
visualization for TagSLAM