InkiInki

AEMI

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

Attention-net

Attention-based Deep Multiple Instance Learning (2018)

DKMIL

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

MI-UAP

The source code of multi-Instance universal adversarial perturbation

MILDM-MNIST

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

miVLAD-MNIST

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

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。

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

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)

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

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)