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efficient-kan

An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).

HCL

<Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data> in NIPS 2021

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

t-udeepsc

Deep learning-based task-oriented and unified multi-task semantic communications

TaskGrasp

Same Object, Different Grasps: Data and Semantic Knowledge for Task-Oriented Grasping

stable-diffusion-webui-colab

stable diffusion webui colab

Meta-Weight-Net_Code-Optimization

A new code framework that uses pytorch to implement meta-learning, and takes Meta-Weight-Net as an example.

diffusion-vocal-sep

Code for "A diffusion-inspired training strategy for singing voice extraction in the waveform domain" (ISMIR 2022)

Min-SNR-Diffusion-Training

[ICCV 2023] Efficient Diffusion Training via Min-SNR Weighting Strategy

FedDif

Official implementations for "Communication-Efficient Diffusion Strategy for Performance Improvement of Federated Learning with Non-IID Data" paper.

TSA-MAML

Pytroch code for Task Similarity Aware Meta Learning: Theory-inspired Improvement on MAML

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

RobustSemanComm

Demo of robust semantic communication against semantic noise

benchmark_VAE

Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)

Semantic-Communication-Systems

pytorch implementation of "Deep Learning-Enabled Semantic Communication Systems with Task-Unaware Transmitter and Dynamic Data"

MLR-SNet

This is an official PyTorch implementation of MLR-SNet: Transferable LR Schedules for Heterogeneous Tasks

CMW-Net

Pytorch implementation of TPAMI2023: CMW-NetCMW-Net: Learning a Class-Aware Sample Weighting Mapping for Robust Deep Learning

semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

learn2learn

A PyTorch Library for Meta-learning Research

Transfer-Learning-Library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

Feature_Critic

Feature-Critic Networks for Heterogeneous Domain Generalisation

MetaOptNet

Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)

meta-theory

zotero-pdf-translate

Translate PDF, EPub, webpage, metadata, annotations, notes to the target language. Support 20+ translate services.

pairwise_segmentation

This code is an implementation of "Pairwise Semantic Segmentation via Conjugate Fully Convolutional network" published at MICCAI 2019, and its journal version published at MedIA 2021.

textdistance

📐 Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.

amazing-qr

💮 amazing QRCode generator in Python (supporting animated gif) - Python amazing 二维码生成器（支持 gif 动态图片二维码）

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

codingame

CodinGame Puzzles in Python, Java, Kotlin, JavaScript, TypeScript, C++ and more