machengcheng2016

Subspace-Prompt-Learning

Official code for "Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models" (TCSVT'2023)

JGBA-pointcloud-attack

Official code of paper "Efficient Joint Gradient Based Attack Against SOR Defense for 3D Point Cloud Classification" (MM'2020)

CPE-LTSSL

Official code for "Complementary Experts for Long-tailed Semi-Supervised Learning" (AAAI'2024)

CrossRectify-SSOD

Official code of "CrossRectify: Leveraging Disagreement for Semi-supervised Object Detection" (PR'2023)

2018-CCF-BDCI-ALIBABA-3Dpoint-cloud-segmentation

2018 CCF大数据与计算智能大赛自动驾驶三维点云分割复赛第四方案

book

关于技术类的电子书，为了去中心化，保存在git上，不至于丢失，[侵删]

caffe

Caffe: a fast open framework for deep learning.

causalml

Uplift modeling and causal inference with machine learning algorithms

deep_Mahalanobis_detector

Code for the paper "A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks".

detectron2

Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.

DeepfakeBench

A comprehensive benchmark of deepfake detection

DIA

Diverse Image Annotation (CVPR 2017)

ERN

Edge Loss Reinforced Semantic Segmentation Network for Remote Sensing Images

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

gradflow-check

Check gradient flow in Pytorch

ICLR2020-OpenReviewData

Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.

icml19_public

Keras-LinkNet

Keras implementation of LinkNet

kWTA-Activation

lid_adversarial_subspace_detection

Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".

Prompt-align

Prompt-aligned Gradient for Prompt Tuning

PyramidBox

A Context-assisted Single Shot Face Detector in TensorFlow

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet)

pytorch-playground

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

pytorch-yolo-v3

A PyTorch implementation of the YOLO v3 object detection algorithm

SRN-Deblur

Repository for Scale-recurrent Network for Deep Image Deblurring

tencent-ml-images

Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet

TRADES

TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)

voronoi-boundary-classifier