Ousmane A. Dia's repositories
cider
PyTorch implementation of CIDER (How to exploit hyperspherical embeddings for out-of-distribution detection), ICLR 2023
ControlNet
Let us control diffusion models!
custom-diffusion
Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)
datatrove
Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.
debias-vision-lang
A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning [AACL 2022]
DiT
Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"
FreeU
FreeU: Free Lunch in Diffusion U-Net
gmm-torch
Gaussian mixture models in PyTorch.
InfluenceFunctions
Implementation of Influence Function approximations for differently sized ML models, using PyTorch
InfoBatch
Lossless Training Speed Up by Unbiased Dynamic Data Pruning
latent-slot-diffusion
Official Release of NeurIPS 2023 Spotlight paper "LSD: Object-Centric Slot Diffusion"
LeetCode-Walkccc
đź’ˇ LeetCode in C++20/Java/Python/MySQL/TypeScript (respect coding conventions)
LLaMA-Adapter
Fine-tuning LLaMA to follow instructions within 1 Hour and 1.2M Parameters
LLaMA-Pro
Progressive LLaMA with Block Expansion.
LMFlow
An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.
PALM
This is official code repository for "Learning with Mixture of Prototypes for Out-of-Distribution Detection", accepted at ICLR2024
Prompt-Free-Diffusion
Prompt-Free Diffusion: Taking "Text" out of Text-to-Image Diffusion Models
rich-text-to-image
Rich-Text-to-Image Generation
slate
This is the official source code for SLATE. We provide the code for the model, the training code, and a dataset loader for the 3D Shapes dataset. This code is implemented in Pytorch.
slot-attention
Implementation of Slot Attention from GoogleAI
steve
Official code for Slot-Transformer for Videos (STEVE)