AierLab
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23 repositories
MultiverseNote
PublicMultiverseNote: Transforming AI chatbot interactions into structured project management workflows for enhanced knowledge and conversation continuity.MultiTask
PublicRemoving adverse weather conditions such as rain, raindrop, and snow from images is critical for various real-world applications, including autonomous driving, surveillance, and remote sensing. However, existing multi-task approaches typically rely on augmenting the model with additional parameters to handle multiple scenarios. While this enables t.github
PublicModelSL
PublicModel-SL is an innovative project that implements Split Learning with adaptive encryption and decryption models. These models are parameterized and run locally on user devices, leveraging **user history data** to train and fine-tune their parameters, enabling personalized and robust encryption-decryption mechanisms.IdentityMappingModule
PublicFM-APIs
Public archiveillusion-inspired-design
PublicThis repository explores the integration of geometric illusions to enhance computer vision models, as presented at CVPR 2024. By leveraging perceptual tricks, we improve feature extraction, depth perception, and object recognition. Includes pretrained models, novel loss functions, and extensive experiments on CIFAR-100 and ImageNet100 datasets.indl-dataset
PublicThis repository hosts code and data for our project evaluating deep learning models' capabilities for interpreting in-diagram logic using visual illusions. It encompasses our novel InDL dataset, several Jupyter notebooks showcasing our experiments, and Python scripts needed to reproduce our results.llama-design-drive
Public archivellama-challenge-app
Public archiveaierlab.github.io
PublicPrivataFrontend
Public archiveprivata-types
Public archivemodel-sl-local
Publicmodel-sl-cloud
Publicllm-sl-personality-experiment
Public archivemodel-sl-mixed
Public archiveflower-large-model-tutorial
Public archiveA tutorial for Flower federated learning framework used on large model on source constraint device.flower-fl-local-training-isolation-framework
Public archiveEnhancing the Flower framework with isolated, client-side training and streamlined checkpoint management for secure and efficient federated learning.chatglm-rpc-tutorial
Public archivepytorch-rpc-tutorial
Public archiveA hands-on tutorial to dive deep into PyTorch's RPC (Remote Procedure Call) framework. This repository offers a comprehensive guide developed with the assistance of OpenAI's ChatGPT. Whether you're a beginner or an advanced user, this tutorial will provide insights and practices to effectively use PyTorch RPC in your projects.point3-learning-tool
Publicsinglow-svs
Public archiveSinGlow is a part of my Singing voice synthesis system. It can extract features of sound, particularly songs and musics. Then we can use these features (or perfect encoding) for feature migrating tasks. For example migrate features of real singers' song to those virtual singers' songs.