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A curated list of self-supervised multimodal learning resources.
ICCV 2023: CLIPN for Zero-Shot OOD Detection: Teaching CLIP to Say No
COCOA: Cross Modality Contrastive Learning for Sensor Data
🤖 🩻 Pytorch implementation of the ConVIRT Paper. Pioneer Image-Text Contrastive Learning approach for Radiology
Repo for MobiCom 2022 paper: " Cosmo: Contrastive Fusion Learning with Small Data for Multimodal Human Activity Recognition ".
(WSDM'24) Cross-modal Self-Supervised Learning for Time-series through Latent Masking
Additional exercises and data for EE364a. No solutions; for public consumption.
《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).
Scaling and Benchmarking Self-Supervised Visual Representation Learning
Pytorch Implementation of FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent Space
Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版,算法实现。
A lite BERT-like representation model for IMU sensor data
OpenMMLab Self-Supervised Learning Toolbox and Benchmark
Official repository for the paper "Prototype Representation Joint Learning from Medical Images and Reports, ICCV 2023".
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
Self-Weighted Contrastive Learning among Multiple Views for Mitigating Representation Degeneration
The official implementation of paper "Spatial-Temporal Masked Autoencoder for Multi-Device Wearable Human Activity Recognition". Accepted by PACM IMWUT / UbiComp 2024.
This is the official PyTorch implementation of the paper "TransFG: A Transformer Architecture for Fine-grained Recognition" (Ju He, Jie-Neng Chen, Shuai Liu, Adam Kortylewski, Cheng Yang, Yutong Bai, Changhu Wang, Alan Yuille).
Code for the paper "VisualBERT: A Simple and Performant Baseline for Vision and Language"
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.