mohdomama

Mohammad Omama's starred repositories

resource-stream

CUDA related news and material links

MIT101600

PEERNet

Language:Python200

self_supervised

A Pytorch-Lightning implementation of self-supervised algorithms

Language:PythonMIT52700

dslam_open

Public code for "Data-Efficient Decentralized Visual SLAM"

Language:MatlabGPL-3.028000

RAGatouille

Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-of-use, backed by research.

Language:PythonApache-2.0264200

dspy

DSPy: The framework for programming—not prompting—foundation models

Language:PythonMIT1581600

ColBERT

ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)

Language:PythonMIT277900

vicreg

VICReg official code base

Language:PythonMIT51000

cosine-dim-reduct

Notebooks and pytorch models for "Cosine similarity preserving dimensionality reduction of dense embedding vectors" talk at ISMB 2022

Language:Jupyter Notebook300

ConAE

[EMNLP 2022] This is the code repo for our EMNLP‘22 paper "Dimension Reduction for Efficient Dense Retrieval via Conditional Autoencoder".

Language:Python1100

ELiC-ReImplemetation

Implemetation of ELIC: Efficient Learned Image Compression with Unevenly Grouped Space-Channel Contextual Adaptive Coding

Language:Python10500

QRAF

Language:PythonBSD-3-Clause-Clear2900

CosPlace

Official code for CVPR 2022 paper "Rethinking Visual Geo-localization for Large-Scale Applications"

Language:PythonMIT28200

RecallatK_surrogate

Code for Recall@k Surrogate Loss with Large Batches and Similarity Mixup, CVPR 2022.

Language:PythonMIT5500

unicom

[ICLR 2023] Unicom: Universal and Compact Representation Learning for Image Retrieval

Language:Python21200

ROADMAP

This repository contains the official implementation of the NeurIPS'21 paper, ROADMAP: Robust and Decomposable Average Precision for Image Retrieval.

Language:PythonMIT7100

mac-mouse-fix

Mac Mouse Fix - Make Your $10 Mouse Better Than an Apple Trackpad!

Language:Objective-CNOASSERTION518800

Extreme-Video-Compression-With-Prediction-Using-Pre-trainded-Diffusion-Models-

Language:Python12500

Depth-Anything

[CVPR 2024] Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data. Foundation Model for Monocular Depth Estimation

Language:PythonApache-2.0665100

DCI

Densely Captioned Images (DCI) dataset repository.

Language:PythonNOASSERTION15200

MRL

Code repository for the paper - "Matryoshka Representation Learning"

Language:Jupyter NotebookMIT37300

cca_zoo

Canonical Correlation Analysis Zoo: A collection of Regularized, Deep Learning based, Kernel, and Probabilistic methods in a scikit-learn style framework

Language:PythonMIT18900