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aemi

Attention-to-Embedding: A Framework for High-Dimensional Multi-Instance Learning (2021)

attention-net

Attention-based Deep Multiple Instance Learning (2018)

bamic-mnist

Multi-Instance Clustering with Applications to Multi-Instance Prediction (2009BAMIC) Data set: Only using MNIST data set.

chatgpt

🔮 ChatGPT Desktop Application (Mac, Windows and Linux)

dataset

医学影像数据集列表

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dkmil

The source code of DKMIl for multi-instance leanning classification.

eldb

Multi-instance Ensemble Learning with Discriminative Bags (2021ELDB)

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

hmil_hib

Childhood Leukemia Classification via Information Bottleneck Enhanced Hierarchical Multi-Instance Learning - TMI

kernelselfattentiondeepmil

Kernel self-attention in deep multiple instance learning

mathmodel

研究生数学建模，本科生数学建模、数学建模竞赛优秀论文，数学建模算法，LaTeX论文模板，算法思维导图，参考书籍，Matlab软件教程，PPT

medi

mi-kia

The source code of Key Instance Attack for Multi-instance Learning

mi-uap

The source code of multi-Instance universal adversarial perturbation

mifv-mnist

Scalable Algorithms for Multi-Instance Learning (2016miFV) Data set: Only using MNIST data set.

migraph

Multi-Instance Learning by Treating Instances As Non-I.I.D. Samples (2009miGraph)

mildm-mnist

Multi-instance Learning with Discriminative Bag Mapping (2018MILDM) Data set: Only using MNIST data set.

miles-mnist

MILES: Multiple-Instance Learning via Embedded Instance Selection (2006MILES) Data set: Only using MNIST data set.

milfm

Image Annotation By Multiple-Instance Learning With Discriminative Feature Mapping (2014MILFM)

misvm

Multiple-Instance Support Vector Machines

mivlad-mnist

Scalable Algorithms for Multi-Instance Learning (2016miVLAD) Data set: Only using MNIST data set.

msk

Multi-Space Set-Kernel and Its Application to Multi-instance Learning

readme

README文件语法解读，即Github Flavored Markdown语法介绍

simple-mi

Multiple instance classification: Review, taxonomy and comparative study (2013Simple-MI)

stablemil

Robust Multi-Instance Learning with Stable Instances (2020)