lindsey98 Goto Github PK

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

active-bayesian-coresets

adversarial-generation

Investigate the distribution of signal

adversarial-library

Library containing PyTorch implementations of various adversarial attacks and resources

adversarial_generation

aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

apricot

apricot implements submodular optimization for the purpose of selecting subsets of massive data sets to train machine learning models quickly. See the documentation page: https://apricot-select.readthedocs.io/en/latest/index.html

arcface-pytorch

auto-pytorch

Automatic architecture search and hyperparameter optimization for PyTorch

awesome-captcha

:key: Curated list of awesome captcha libraries and crack tools.

batchaml_decorrelation

big_transfer

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

bringing-old-photos-back-to-life

Bringing Old Photo Back to Life (CVPR 2020 oral)

cald

The official implementation of CALD: Consistency-basd Active Learning for Object Detection

cgd

Combination of Multiple Global Descriptors for Image Retrieval

circleloss

Pytorch implementation of the paper "Circle Loss: A Unified Perspective of Pair Similarity Optimization"

classyvision

An end-to-end PyTorch framework for image and video classification

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

cocoapi

COCO API - Dataset @ http://cocodataset.org/

cosface_pytorch

Pytorch implementation of CosFace

cosine-ood-detector

Hyperparameter-Free Out-of-Distribution Detection Using Softmax of Scaled Cosine Similarity

covid-dialogue

cs5340-notebooks

Notebooks for CS5340: Uncertainty Modeling in AI at NUS

darts

Differentiable architecture search for convolutional and recurrent networks

deep-bayesian-active-learning

Code for Deep Bayesian Active Learning (ICML 2017)

deep-efficient-person-reid

Experiment about Deep Person Re-identification with EfficientNet-v2

deep-siamese-text-similarity

Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character/word embeddings

deep-text-recognition-benchmark

PyTorch code of my ICDAR 2021 paper Vision Transformer for Fast and Efficient Scene Text Recognition (ViTSTR)

deep-text-recognition-benchmark-1

Text recognition (optical character recognition) with deep learning methods.