xianglinyang Goto Github PK

active_learning_coreset

Source code for ICLR 2018 Paper: Active Learning for Convolutional Neural Networks: A Core-Set Approach

activelearning

active learning SOTA

aimakeup

AI make up based on face-detection

algorithm

analogicalreasoners

archive_xianglinyang.github.io

Xianglin's homepage

backdoor_attack

Backdoor Attacks

backdoor_attack_nlp

An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)

chatrooms

The final project for course Computer Network

cnn

computer-architecture-lab

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

crossarch

cs-books

📚 Computer Science Books 计算机技术类书籍 PDF

data-structure

This repository contains weekly course work and a final project.

data-structure-lab

deepdebugger

Official source code for ESEC/FSE 2023 Paper: DeepDebugger: An Interactive Time-Travelling Debugging Approach for Deep Classifiers

deeplearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

deepview

This is an implementation of the DeepView framework that was presented in the paper Schulz, A., Hinder, F., & Hammer, B. (2020): https://www.ijcai.org/Proceedings/2020/319. Also available on Arxiv (2019 version): https://arxiv.org/abs/1909.09154.

deepviewexp

deepviewvis

deepvis

deepvisualinsight

DeepVisualInsight (DVI) is a time-travelling visualization solution for how the classification boundaries of a learned model is trained in two-dimensional space.

discovre

discriminativeactivelearning

Code and website for DAL (Discriminative Active Learning) - a new active learning algorithm for neural networks in the batch setting. For the blog:

dnn-binary-code-similarity

dvi_baseline_exp

dvi_supplementary

the experiment code for DVI

em

emnist_resnet

subject models for DVI using EMNIST dataset