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machine-learning

machine-learning-notes

This contains my past machine learning notes

madan

Pytorch Code release for our NeurIPS paper "Multi-source Domain Adaptation for Semantic Segmentation"

malsar

Multi-task learning via Structural Regularization

maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

margin-openset

[ICCV2019] Attract or Distract: Exploit the Margin of Open Set

mask_guided_portrait_editing

pytorch implementation of "Mask-Guided Portrait Editing with Conditional GANs"

maskrcnn-benchmark

Fast, modular reference implementation of Semantic Segmentation and Object Detection algorithms in PyTorch.

masterarbeit

Masterarbeit

matting_human_datasets

人像matting数据集，包含34427张图像和对应的matting结果图。

mayo

Mayo: Auto-generation of hardware-friendly deep neural networks. Dynamic Channel Pruning: Feature Boosting and Suppression.

mdda

Implementation of paper multi-source distilling domain adaptation

mdm

A TensorFlow implementation of the Mnemonic Descent Method.

mean-teacher

A state-of-the-art semi-supervised method for image recognition

menpo-notebooks

Examples and documentation for the menpo project.

mentornet

Code for MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks

merge_bn_caffe

Merge Batch Normalization in caffe

meta-learning-lstm

This repo contains the source code accompanying a scientific paper with the same name.

metapoison

Craft poisoned data using MetaPoison

mnasnet-pytorch

A PyTorch implementation of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.

mnc

Instance-aware Semantic Segmentation via Multi-task Network Cascades

mobile-id

Deep Face Model Compression

mobilebert_pytorch

MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices

model_compression

Implementation of model compression with knowledge distilling method.

models

Models built with TensorFlow

moon

Model-Contrastive Federated Learning (CVPR 2021)

mooneyfacegenerator

A Deep Learned Model for Generate Mooney Faces from Photos

motion-guided-crn

PyTorch implementation of Motion-Guided-CRN

mtcnn

MTCNN face detection implementation for TensorFlow, as a PIP package.

multi-modal-celeba-hq-dataset

[CVPR 2021] A large-scale face image dataset that allows text-to-image-generation, text-guided image manipulation, sketch-to-image generation, GANs for face generation and editing, image caption, and VQA.