llmondo

Interpretability

Resources for Machine Learning Explainability

graph-fraud-detection-papers

A curated list of graph-based fraud, anomaly, and outlier detection papers & resources

distribution_inference

Code for our paper 'Formalizing Distribution Inference Risks'

optuna

A hyperparameter optimization framework

transformer-debugger

WASB-SBDT

[BMVC2023] Widely Applicable Strong Baseline for Sports Ball Detection and Tracking

Property-Inference-Attacks-Literature

awesome-graph-explainability-papers

Papers about explainability of GNNs

ProtoryNet

DGI

Deep Graph Infomax (https://arxiv.org/abs/1809.10341)

pytorch_geometric_temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

WHU_FinTech_Workshop

武汉大学金融科技研讨班

ProtoPNet

This code package implements the prototypical part network (ProtoPNet) from the paper "This Looks Like That: Deep Learning for Interpretable Image Recognition" (to appear at NeurIPS 2019), by Chaofan Chen* (Duke University), Oscar Li* (Duke University), Chaofan Tao (Duke University), Alina Jade Barnett (Duke University), Jonathan Su (MIT Lincoln Laboratory), and Cynthia Rudin (Duke University) (* denotes equal contribution).

Convolutional-Prototype-Learning

An implementation (TensorFlow) of CPL and GCPL appeared in CVPR2018 paper: "Robust Classification with Convolutional Prototype Learning"

T-GCN

Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method

Multi-GCGRU

The code and datasets of "Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction"

Video-Summarization-with-Long-Short-term-Memory

tvsum

TVSum: Title-based Video Summarization dataset (CVPR 2015)

Video-Summarization-using-Keyframe-Extraction-and-Video-Skimming

Experimenting with different Summarizing techniques on SumMe Dataset

superframes

Code for superframe extraction from video frames based on paper- Semantic Text Summarization of Long Videos at 2017 IEEE Winter Conference on Applications of Computer Vision

TMANet

Official implementation of TMANet.

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

membership-inference

Code for Membership Inference Attack against Machine Learning Models (in Oakland 2017)

membership-inference-machine-learning-literature

ConCare

Code for - ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context (AAAI-2020)

T-LSTM

Time-Aware LSTM

piecewise_linear_fit_py

fit piecewise linear data for a specified number of line segments

DRN

Dense Regression Network for Video Grounding (CVPR2020)

KTS

Kernel Temporal Segmentation

FCSN

A PyTorch reimplementation of FCSN in paper "Video Summarization Using Fully Convolutional Sequence Networks"