sunnyvick

pytorch_geometric

Graph Neural Network Library for PyTorch

Awesome-Learning-with-Label-Noise

A curated list of resources for Learning with Noisy Labels

books

技术资料分享

geoopt

Riemannian Adaptive Optimization Methods with pytorch optim

contextualLoss

The Contextual Loss

mixed-segdec-net-comind2021

Official PyTorch implementation for "Mixed supervision for surface-defect detection: from weakly to fully supervised learning"

pytorch-cutpaste

unoffical and work in progress PyTorch implementation of CutPaste

reproducible-tensor-completion-state-of-the-art

pvae

code for "Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders".

RecoNet

Tensor Low-rank Reconstruction for Semantic Segmentation

Tensor-tensor-product-toolbox

tensor-tensor product toolbox

Awesome-low-level-vision-resources

A curated list of resources for Low-level Vision Tasks

HyperbolicNF

ICML 2020 Paper: Latent Variable Modelling with Hyperbolic Normalizing Flows

Knowledge_Distillation_AD

A-Sliced-Wasserstein-Loss-for-Neural-Texture-Synthesis

Official implementation of "A Sliced Wasserstein Loss for Neural Texture Synthesis" paper (CVPR 2021).

Wavelet-Domain-Style-Transfer-for-an-Effective-Perception-distortion-Tradeoff-in-Single-Image-Super-

ICCV 2019 oral presentation

Auto-AD

This is an official implementation of Auto-AD in our TGRS 2021 paper " Auto-AD: Autonomous hyperspectral anomaly detection network based on fully convolutional autoencoder ".

LREN

Low-Rank Embedded Network for Sample-Free Hyperspectral Anomaly Detection (AAAI2021)

WBTransport

This repo contains the implementation of the Wasserstein Barycenter Transport proposed in "Wasserstein Barycenter Transport for Acoustic Adaptation" at ICASSP21 and "Wasserstein Barycenter for Multi-Source Domain Adaptation" in CVPR21

GRN

This is the code for the TGRS paper "Deep Spatial-Spectral Global Reasoning Network for Hyperspectral Image Denoising".

T3SC

Official implementation of T3SC (Neurips 2021)

Hyperspectral-anomaly-detection-with-kernel-isolation-forest

Matlab code for Hyperspectral-anomaly-detection-with-kernel-isolation-forest, TGRS, 2020

Low-Rank-Tensor-Completion

A Dual Framework for Low-rank Tensor Completion

DeepNonlocalUnrolling

Pytorch code for the research topic: Deep Unrolling for Computational Spectral Imaging

HWnet

Learning An Explicit Weighting Scheme for Adapting Complex HSI Noise (CVPR2021)

Hunan-University-Hyperspectral-Image-Dataset

LRTCPoisson

Code for the paper "X. Zhang and M. K. Ng. Low Rank Tensor Completion with Poisson Observations, IEEE TPAMI, 2021."

Partial-DNet

dd2412-poincare-vae

PLM

Code for the paper ''Xiongjun Zhang. A Nonconvex Relaxation Approach to Low-Rank Tensor Completion, IEEE Transactions on Neural Networks and Learning Systems, 30(6):1659-1671, 2019.''