[ICLR 2024] Official implementation of "TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting"

CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-Experts

Kolmogorov Arnold Networks

We introduce a novel approach for parameter generation, named neural network parameter diffusion (p-diff), which employs a standard latent diffusion model to synthesize a new set of parameters

Code for AAAI 2024 paper: "DiffusionEdge: Diffusion Probabilistic Model for Crisp Edge Detection"

All my projects for the Udacity C++ nano degree

Code for book Python Playground by Mahesh Venkitachalam (No Starch Press, USA)

Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

Progressive Joint Low-light Enhancement and Noise Removal for Raw Images

[IJCV] Pyramid Attention Networks for Image Restoration: new SOTA results on multiple image restoration tasks: denoising, demosaicing, compression artifact reduction, super-resolution

Unsupervised Real Image Super-Resolution via Variational AutoEncoder in CVPR2020

Winner of runtime track in NTIRE 2022 challenge on Efficient Super-Resolution

[TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement

Official implementation of "Early Exit or Not: Resource-Efficient Blind Quality Enhancement for Compressed Images" (ECCV'20).

Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image …

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

OpenMMLab Computer Vision Foundation

[CVPR 2022] Official PyTorch Implementation of "AdaInt: Learning Adaptive Intervals for 3D Lookup Tables on Real-time Image Enhancement" (https://arxiv.org/abs/2204.13983)

Implementation of "Spatio-Temporal Deformable Convolution for Compressed Video Quality Enhancement" (AAAI'20).

[ECCV 2022] Official repository of DeMFI.

PyTorch implementation of VSR-Transformer

The state-of-the-art image restoration model without nonlinear activation functions.