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mamba

Mamba SSM architecture

mambavision

Official PyTorch implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone

mamba_state_space_model_paper_list

[Mamba-Survey-2024] Paper list for State-Space-Model/Mamba and it's Applications

mine-arxiv

nnunet

openrsssl

Open-source Remote Sensing Self-Supervised Learning Project

paper-reading

深度学习经典、新论文逐段精读

pykan

Kolmogorov Arnold Networks

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-auto-drive

PytorchAutoDrive: Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, RESA, LSTR, LaneATT, BézierLaneNet...) based on PyTorch with fast training, visualization, benchmarking & deployment help

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

remote-sensing-images

A lightweight self-supervised learning segmentation model for variable and complex high-resolution remote sensing images

resnet1d

PyTorch implementations of several SOTA backbone deep neural networks (such as ResNet, ResNeXt, RegNet) on one-dimensional (1D) signal/time-series data.

sdaia_hack_theme1

Diffusion for Object Detection

shadowformer

ShadowFormer (AAAI2023), Pytorch implementation

sslmedicalseg

A deep feature refinement self-supervised learning algorithm for medical image annotation

tarconvgru-a-cross-dimension-spatiotemporal-model-for-lane-detection

This paper is just accepted by IJCNN 2022, and the corresponding codes will be released soon.

unet-family

Paper and implementation of UNet-related model.

vision-mamba-a-comprehensive-survey-and-taxonomy

Vision Mamba: A Comprehensive Survey and Taxonomy