Orienfish

orchestra

Source code for the ICML 2022 paper: "Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering"

VILA

VILA - a multi-image visual language model with training, inference and evaluation recipe, deployable from cloud to edge (Jetson Orin and laptops)

json-server

A simple server written in nodejs to process data received from Sensor Logger android application - https://github.com/tszheichoi/awesome-sensor-logger

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

fitbit-logger

Logging library for Fitbit that enables you to gather logs from users in production

fitbit-accel-fetcher

focal

Pytorch Implementation of FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent Space

transfer_learning_for_occupancy_detection

This repository provides source code and data used for the paper "Overcoming Data Scarcity through Transfer Learning in CO2-based Building Occupancy Detection".

OneLLM

[CVPR 2024] OneLLM: One Framework to Align All Modalities with Language

Video-LLaVA

Video-LLaVA: Learning United Visual Representation by Alignment Before Projection

FedMAT

Federated Multi-Task Attention for Cross-Individual Human Activity Recognition

IL-DHAR

OpenFedLLM

FederatedGPT-Shepherd

Shepherd: A foundational framework enabling federated instruction tuning for large language models

CLIP_prefix_caption

Simple image captioning model

pytorch-cifar

95.47% on CIFAR10 with PyTorch

ntpclient

NTP client.

FedDG-GA

[CVPR 2023] Federated Domain Generalization with Generalization Adjustment

imu2clip

Code repository for IMU2CLIP(https//arxiv.org/pdf/2210.14395.pdf)

awesome-agriculture

Open source technology for agriculture, farming, and gardening

ExtraSensoryAndroid

Mobile Android app for data collection in the wild: sensor measurements and self-reported labels describing the user's behavioral context.

csfaculty.github.io

Interview questions for Computer Science faculty jobs

soundata

Python library for downloading, loading & working with sound datasets

FedTHE

[ICLR 2023] Test-time Robust Personalization for Federated Learning

cotta

[CVPR 2022] Official CoTTA Code for our paper Continual Test-Time Domain Adaptation

DeepSQA

DeepSQA repo for the paper "DeepSQA: Understanding Sensor Data via Question Answering"

ImageBind

ImageBind One Embedding Space to Bind Them All

EasyFL

An easy-to-use federated learning platform

RethinkFL

CVPR2023 - Rethinking Federated Learning with Domain Shift: A Prototype View

FCCL

TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and Be Yourself in Heterogeneous Federated Learning