AhmedImtiazPrio

Ahmed Imtiaz Humayun's starred repositories

diffusion_memorization

Official repo for Detecting, Explaining, and Mitigating Memorization in Diffusion Models (ICLR 2024)

Language:Python3000

tiny-diffusion

A minimal PyTorch implementation of probabilistic diffusion models for 2D datasets.

Language:Jupyter Notebook56200

awesome-deep-phenomena

A curated list of papers of interesting empirical study and insight on deep learning. Continually updating...

MIT22200

This repository contains the official release of the model "BanglaT5" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaNLG: Benchmarks and Resources for Evaluating Low-Resource Natural Language Generation in Bangla".

Language:Python8000

dsprites-dataset

Dataset to assess the disentanglement properties of unsupervised learning methods

Language:Jupyter NotebookApache-2.046900

DeepExplain

A unified framework of perturbation and gradient-based attribution methods for Deep Neural Networks interpretability. DeepExplain also includes support for Shapley Values sampling. (ICLR 2018)

Language:PythonMIT71700

pwc

This repository is no longer maintained.

1540000

language-resources

Datasets and tools for basic natural language processing.

Language:C++Apache-2.036600

keras-multiprocess-image-data-generator

Accelerating Deep Learning with Multiprocess Image Augmentation in Keras

Language:Jupyter NotebookMIT31700

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

Language:PythonNOASSERTION712100

reinforcement-learning

Minimal and Clean Reinforcement Learning Examples

Language:PythonMIT331700