JosephKJ/Awesome-Mixup

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JosephKJ/Awesome-Mixup

JosephKJ

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A repository to host recent papers on Manifold Mixup.

OWOD

(CVPR 2021 Oral) Open World Object Detection

Awesome-Novel-Class-Discovery

A list of papers that studies Novel Class Discovery

Awesome-Layout-Generators

An awesome list of layout generation papers

iOD

(TPAMI 2021) iOD: Incremental Object Detection via Meta-Learning

ELI

(CVPR 2022) Energy-based Latent Aligner for Incremental Learning

SDD-Utils

A couple of utilities that can be used with Stanford Drone Dataset

merlin

(NeurIPS 2020) Meta-Consolidation for Continual Learning

PyTorch-MAML-and-Reptile

MAML and Reptile sine wave regression example in PyTorch

PythonBayesianPrediction

Here we are going to evaluate the posterior using MCMC and use it to make Bayesian Prediction.

DistillGAN

(ICML-W, 2018) Text to image synthesis, by distilling concepts from multiple captions.

MASON

(ECCV-W 2018) Segmentations using MASON

Continual-Learning-101

A repo illustrating the basics of Continual Learning.

Jupyter Notebook

DeepLab

DeepLab Fork from Liang-Chieh Chen's BitBucket DeepLab

Jupyter Notebook

AnnotationEnhancer

A mechanism to automatically remove the false positive annotations and make the bounding boxes even tighter on Stanford Drone Dataset

SRCNN-Tensorflow

Image Super-Resolution Using Deep Convolutional Networks in Tensorflow https://arxiv.org/abs/1501.00092v3