lu77777777

ARPL

[TPAMI 2021] Adversarial Reciprocal Points Learning for Open Set Recognition

ASAM

Implementation of ASAM: Adaptive Sharpness-Aware Minimization for Scale-Invariant Learning of Deep Neural Networks, ICML 2021.

AsymFusion

[ACMMM 2020] Code release for "Learning Deep Multimodal Feature Representation with Asymmetric Multi-layer Fusion"

AUSSC

Alternately Updated Convolutional Spectral-Spatial Network for Hyperspectral Image Classification(AUSSC)

Automate-the-Boring-Stuff-with-Python-Solutions

Solutions for Automate the Boring Stuff with Python

awesome-single-cell

Community-curated list of software packages and data resources for single-cell, including RNA-seq, ATAC-seq, etc.

awesome-transfer-learning

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

Batch-effect-removal-benchmarking

A benchmark of batch-effect correction methods for single-cell RNA sequencing data

clonealign

Bayesian inference of clone-specific gene expression estimates by integrating single-cell RNA-seq and single-cell DNA-seq data

Hyperspectral-Vision-Transformer

A PyTorch implementation of CNN+Vision Transformer for hyperspectral image classification

lu77777777/ARPL

[TPAMI 2021] Adversarial Reciprocal Points Learning for Open Set Recognition

lu77777777/Automate-the-Boring-Stuff-with-Python-Solutions

Solutions for Automate the Boring Stuff with Python

lu77777777/deep-transfer-learning

A collection of implementations of deep domain adaptation algorithms

lu77777777/CSSR

[TPAMI2022] Class Specific Semantic Reconstruction for Open Set Recognition

lu77777777/equivariant_hgn

Anonymous repository for Equivariant Heterogenous Graph Networks – ICLR 2022

lu77777777/fusenet-pytorch

lu77777777/Graph_Transformer_Networks

Graph Transformer Networks (Authors' PyTorch implementation for the NeurIPS 19 paper)

lu77777777/GraphNorm

The official implementation of Graph Normalization

lu77777777/Heterogeneous_CD

This repository contains the software developed for the project of Heterogeneous Change Detection in Remote Sensing Images.

lu77777777/HSI-Traditional-to-Deep-Models

Pytorch and Keras Implementations of Hyperspectral Image Classification -- Traditional to Deep Models: A Survey for Future Prospects.

lu77777777/IEEE_TGRS_SpectralFormer

Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot. Spectralformer: Rethinking hyperspectral image classification with transformers, IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021

lu77777777/LibMTL

A PyTorch Library for Multi-Task Learning

lu77777777/LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

lu77777777/Open-Set-Recognition

Open Set Recognition

lu77777777/osr-ood-ad-methods

This is the official repository for the paper "A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutions and Future Challenges".

lu77777777/osr_closed_set_all_you_need

Official repo for our ICLR 22 Oral paper: "Open-Set Recognition: a Good Closed-Set Classifier is All You Need?"

lu77777777/PlotNeuralNet

Latex code for making neural networks diagrams

lu77777777/PyGCL

PyGCL: Graph Contrastive Learning Library for PyTorch

lu77777777/Python-for-Remote-Sensing

python codes for remote sensing applications will be uploaded here. I will try to teach everything I learn during my projects in here.

lu77777777/pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

lu77777777/pytorch_geometric

Graph Neural Network Library for PyTorch

lu77777777/sam

SAM: Sharpness-Aware Minimization (PyTorch)

lu77777777/SimpleCVReproduction

:punch: Reproduce simple cv project including attention module, classification, object detection, segmentation, keypoint detection, tracking :smile: etc.

lu77777777/SSL4EO-Review

Codes for the benchmark experiments in the paper "Self-supervised Learning in Remote Sensing: A Review"

lu77777777/Transfer-Learning-Library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

lu77777777/transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

lu77777777/Transformer-Explainability

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

lu77777777/Unified_Open_Set_Recognition

[ICLR 2023] The Devil is in the Wrongly-classified Samples: Towards Unified Open-set Recognition

lu77777777/unify-parameter-efficient-tuning

Implementation of paper "Towards a Unified View of Parameter-Efficient Transfer Learning" (ICLR 2022)

lu77777777/vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch