redlessme

Transmission-BVM

Dataset and code of our AAAI2022 paper "Transmission-Guided Bayesian Generative Model for Smoke Segmentation"

leetcode

machine-learning-from-scratch

VR-Project-For-Large-Scale-Flow-Network

Parallel-computing-and-Architecture-design

Single-Image-Super-Resolution-Using-a-Channel-Attention-GAN

Adversairal-training-for-human-pose-estimation-using-HRNet

objectDetectionDatasets

目标检测数据集制作:VOC,COCO,YOLO等常用数据集格式的制作和互相转换脚本

UQ_BNN

Uncertainty quantification using Bayesian neural networks in classification (MIDL 2018, CSDA)

Stress-Recognition-in-Thermal-Videos-using-BDLRCN

This is offical implementation of the paper "Stress Recognition in Thermal Videos using Bi-Directional Long-Term Recurrent Convolutional Neural Netwrok"

3D-Machine-Learning

A resource repository for 3D machine learning

Awesome-explainable-AI

A collection of research materials on explainable AI/ML

Awesome-Learning-with-Label-Noise

A curated list of resources for Learning with Noisy Labels

Compact-Transformers

[Preprint] Escaping the Big Data Paradigm with Compact Transformers, 2021

cov-weighting

Implementation for our WACV 2021 paper "Multi-Loss Weighting with Coefficient of Variations"

debug-mistakes-cce

Meaningfully debugging model mistakes with conceptual counterfactual explanations. ICML 2022

Deep_Learning-Notebook

Paper list

detection_template

一个目标检测的通用框架(不需要cuda编译)，支持Yolo全系列(v2~v5)、EfficientDet、RetinaNet、Cascade-RCNN等SOTA网络。

DoPrompt

Official implementation of PCS in essay "Prompt Vision Transformer for Domain Generalization"

EBLNet

ICCV2021-Paper-Code-Interpretation

ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理

mmdetection

OpenMMLab Detection Toolbox and Benchmark

probabilistic_unet

A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

redlessme

Config files for my GitHub profile.

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

uncertainty-baselines

High-quality implementations of standard and SOTA methods on a variety of tasks.

uncertainty_estimation_deep_learning

This repository provides the code used to implement the framework to provide deep learning models with total uncertainty estimates as described in "A General Framework for Uncertainty Estimation in Deep Learning" (Loquercio, Segù, Scaramuzza. RA-L 2020).

wildfire-smoke-dataset

Open Wildfire Smoke Datasets

XDEnsembles

Robustness via Cross-Domain Ensembles