[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs

An Incremental Learning, Continual Learning, and Life-Long Learning Repository

中文版学术主页

one summary of diffusion-based image processing, including restoration, enhancement, coding, quality assessment

Fast and differentiable MS-SSIM and SSIM for pytorch.

A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.

A curated list of reinforcement learning with human feedback resources (continually updated)

[IGARSS'22]: A Transformer-Based Siamese Network for Change Detection

Long list of geospatial tools and resources

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

The open-source tool for building high-quality datasets and computer vision models

Therapeutics Data Commons: Artificial Intelligence Foundation for Therapeutic Science

Deep learning with satellite & aerial imagery

Awesome Dataset Distillation Papers

Anomaly detection related books, papers, videos, and toolboxes

Methods and Implements of Deep Clustering

Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.

论文写作与资料分享

torchsummaryX: Improved visualization tool of torchsummary

A Simple and Efficient Reconstruction Backbone for Snapshot Compressive Imaging

Tutorial on active learning with the Nvidia Transfer Learning Toolkit (TLT).

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

uses Lightly and LabelStudio to performa a complete AL workflow from dataset scraping to usage

This is a resouce list for low light image enhancement

The official implementation of the CVPR2021 paper: Decoupled Dynamic Filter Networks

Multi Task RL Baselines

VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.

PyTorch extensions for high performance and large scale training.