qiumiao30
Follow
Stars
This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.
List of papers & datasets for anomaly detection on multivariate time-series data.
The implement of An Unsupervised Short- and Long-Term Mask Representation for Multivariate Time Series Anomaly Detection
[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。
A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
List of papers, code and experiments using deep learning for time series forecasting
The first realistic and public dataset with rare undesirable real events in oil wells.
A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.
The codes for recent knowledge distillation algorithms and benchmark results via TF2.0 low-level API
📊 Presentations from the CNCF community to share and reuse
Kubernetes Native Edge Computing Framework (project under CNCF)
Python-based implementations of algorithms for learning on imbalanced data.
随着移动云计算和边缘计算的快速发展，以及人工智能的广泛应用，产生了边缘智能(Edge Intelligence)的概念。深度神经网络(例如CNN)已被广泛应用于移动智能应用程序中，但是移动设备有限的存储和计算资源无法满足深度神经网络计算的需求。神经网络压缩与加速技术可以加速神经网络的计算，例如剪枝、量化、卷积核分解等。但是这些技术在实际应用非常复杂，并且可能导致模型精度的下降。在移动云计算或…
Making accurate object detection at the edge: review and new approach
Salient Object Detection with Pyramid Attention and Salient Edges (CVPR19)
2017工业大数据创新竞赛/风机叶片结冰预测大赛
Learning Convolutional Neural Networks with Interactive Visualization.
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06
The most cited deep learning papers
A curated list of deep learning image classification papers and codes
2020中国移动创客马拉松大赛AI巡回赛-复杂网络建模专题赛：基站退服告警预测 baseline
EU Long-term Dataset with Multiple Sensors for Autonomous Driving
CSV Data Extraction Tool for ROS bag files. ROS (robot operating system) is a software system gaining popularity in robotics for control and automation. This repository provides a tool to extract d…
An in-depth step-by-step tutorial for implementing sensor fusion with robot_localization! 🛰