mengkunzhao's repositories
Torch-Pruning
[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs
Best-Incremental-Learning
An Incremental Learning, Continual Learning, and Life-Long Learning Repository
zh-cn
中文版学术主页
Awesome-diffusion-model-for-image-processing
one summary of diffusion-based image processing, including restoration, enhancement, coding, quality assessment
pytorch-msssim
Fast and differentiable MS-SSIM and SSIM for pytorch.
Awesome-Parameter-Efficient-Transfer-Learning
A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.
awesome-RLHF
A curated list of reinforcement learning with human feedback resources (continually updated)
ChangeFormer
[IGARSS'22]: A Transformer-Based Siamese Network for Change Detection
Awesome-Geospatial
Long list of geospatial tools and resources
deepchem
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
fiftyone
The open-source tool for building high-quality datasets and computer vision models
TDC
Therapeutics Data Commons: Artificial Intelligence Foundation for Therapeutic Science
satellite-image-deep-learning
Deep learning with satellite & aerial imagery
Awesome-Dataset-Distillation
Awesome Dataset Distillation Papers
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
DeepClustering
Methods and Implements of Deep Clustering
Awesome_Satellite_Benchmark_Datasets
Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.
research-method
论文写作与资料分享
torchsummaryX
torchsummaryX: Improved visualization tool of torchsummary
HSI_baseline
A Simple and Efficient Reconstruction Backbone for Snapshot Compressive Imaging
NvidiaTLTActiveLearning
Tutorial on active learning with the Nvidia Transfer Learning Toolkit (TLT).
KAIR
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
Lightly_LabelStudio_AL
uses Lightly and LabelStudio to performa a complete AL workflow from dataset scraping to usage
awesome-low-light-image-enhancement
This is a resouce list for low light image enhancement
ddfnet
The official implementation of the CVPR2021 paper: Decoupled Dynamic Filter Networks
mtrl
Multi Task RL Baselines
vissl
VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.
fairscale
PyTorch extensions for high performance and large scale training.
mobile-vision
Mobile vision models and code