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MA LEI's Projects

anomaly-transformer icon anomaly-transformer

About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://openreview.net/forum?id=LzQQ89U1qm_

arm-net icon arm-net

A ready-to-use framework of the state-of-the-art models for structured (tabular) data learning with PyTorch. Applications include recommendation, CRT prediction, healthcare analytics, anomaly detection, and etc.

capsnet-tensorflow icon capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

capsule_networks icon capsule_networks

This is the code for "Capsule Networks: An Improvement to Convolutional Networks" by Siraj Raval on Youtube

cat icon cat

Repository for Content-Aware Transformer

cet icon cet

Complex Event Trend Detection over High-Rate Event Streams

co-teaching icon co-teaching

NeurIPS'18: Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels

covid-19 icon covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

craig icon craig

Data-efficient Training of Machine Learning Models

crust icon crust

[NeurIPS 2020] Coresets for Robust Training of Neural Networks against Noisy Labels

dcgan-tensorflow icon dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

dcn icon dcn

This is outdated -- New version: https://github.com/boyangumn/DCN-New

deep-svdd icon deep-svdd

Repository for the Deep One-Class Classification ICML 2018 paper

diffad icon diffad

Imputation-based Time-Series Anomaly Detection with Conditional Weight-Incremental Diffusion Models

dspy icon dspy

DSPy: The framework for programming—not prompting—foundation models

e3outlier icon e3outlier

Effective End-to-end Unsupervised Outlier Detection via Inlier Priority of Discriminative Network

eft icon eft

The code for our ICLR 2024 paper: "Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs"

exathlon icon exathlon

Pipeline for Explainable Anomaly Detection over Time Series

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