Souheib Ben Mabrouk's starred repositories
annotated_deep_learning_paper_implementations
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
segment-anything-2
The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
streaming-llm
[ICLR 2024] Efficient Streaming Language Models with Attention Sinks
missing-semester
The Missing Semester of Your CS Education 📚
transformer-explainer
Transformer Explained Visually: Learn How LLM Transformer Models Work with Interactive Visualization
awesome-implicit-representations
A curated list of resources on implicit neural representations.
SOTA-MedSeg
SOTA medical image segmentation methods based on various challenges
mip-splatting
[CVPR'24 Best Student Paper] Mip-Splatting: Alias-free 3D Gaussian Splatting
pixelsplat
[CVPR 2024 Oral, Best Paper Runner-Up] Code for "pixelSplat: 3D Gaussian Splats from Image Pairs for Scalable Generalizable 3D Reconstruction" by David Charatan, Sizhe Lester Li, Andrea Tagliasacchi, and Vincent Sitzmann
CLIP-Driven-Universal-Model
[ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.
nerfbaselines
Reproducible evaluation of NeRF methods
StableFace
Build your own Face App with Stable Diffusion 2.1
ScribblePrompt
[ECCV 2024] ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Medical Image
SegmentAnyBone
SegmentAnyBone: A Universal Model that Segments Any Bone at Any Location on MRI
time-disentanglement-lib
🔥 [ICLR 2024] Disentangling Time Series Representations via Contrastive based l-Variational Inference
Refinement-of-DL-approaches-for-unsupervised-cell-segmentation-classification-on-microfluidic-images
Research internship 2023 at Telecom Paris
Petsi-DevOps-Infrastructure-Automation-and-Continuous-Deployment-with-Terraform-Helm-and-ArgoCD
This repository contains DevOps automation for the "Petsi" application, including Terraform for infrastructure provisioning, Helm charts for Kubernetes deployments, and ArgoCD configurations for continuous deployment.