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Khue Le's Projects

adgm icon adgm

Alternating Direction Graph Matching (ADGM)

al-folio icon al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

algorithmic-efficiency icon algorithmic-efficiency

MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvements in both training algorithms and models.

apex icon apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

ccnet icon ccnet

CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).

cheatsheets-ai icon cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

convcrf icon convcrf

This repository contains the reference implementation for our proposed Convolutional CRFs.

crf icon crf

Conditional Random Fields

crfasrnnlayer icon crfasrnnlayer

Conditional Random Fields as Recurrent Neural Networks (Tensorflow)

cxxopts icon cxxopts

Lightweight C++ command line option parser

dalle-pytorch icon dalle-pytorch

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

datasets icon datasets

A collection of datasets ready to use with TensorFlow

deit icon deit

Official DeiT repository

densenet icon densenet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

detr icon detr

End-to-End Object Detection with Transformers

dit icon dit

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

docs icon docs

TensorFlow documentation

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fast-dit icon fast-dit

Fast Diffusion Models with Transformers

ffcv icon ffcv

FFCV: Fast Forward Computer Vision (and other ML workloads!)

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