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followers: 13.0 following: 13.0 repos: 55.0 gists: 0.0

Name: sammy

Type: User

Company: SUSTech

Bio: @SUSTech, primarily focusing on trustworthy AI: the robustness of multimodal large language models.

Location: Shenzhen, China

sammy's Projects

adversarial-attacks-pytorch

A pytorch implementations of Adversarial attacks and utils

advertorch

A Toolbox for Adversarial Robustness Research

ai-edu

AI education materials for Chinese students, teachers and IT professionals.

albef_sammy

Code for ALBEF: a new vision-language pre-training method

annotated-transformer

An annotated implementation of the Transformer paper.

attackvlm_sammy

Code of the paper: On Evaluating Adversarial Robustness of Large Vision-Language Models

augly

A data augmentations library for audio, image, text, and video.

awesome-algorithm-interview

算法工程师(人工智能CV方向)面试问题及相关资料

awesome-data-augmentation

This is a list of awesome methods about data augmentation.

awesome-multimodal-research

A curated list of Multimodal Related Research.

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

awesome-trustworthy-deep-learning

A curated list of trustworthy deep learning papers. Daily updating...

awesome-visual-transformer

Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)

bc_learning_image

Chainer implementation of between-class learning for Image classification https://arxiv.org/abs/1711.10284

blip_sammy

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

books

一些常见的书籍pdf或者视频

cifar10_challenge

Code for the CVPR 2020 article "Adversarial Vertex mixup: Toward Better Adversarially Robust Generalization"

ctci-6th-edition

Cracking the Coding Interview 6th Ed. Solutions

datasciencecoursera

Data Science Repo and blog for John Hopkins Coursera Courses. Please let me know if you have any questions.

deep-learning-books

Books for machine learning, deep learning, math, NLP, CV, RL, etc. 一些机器学习、深度学习等相关话题的书籍。

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

deeplabv3

PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.

deeplearning-500-questions

dive-into-dl-pytorch

本项目将《动手学深度学习》（Dive into Deep Learning）原书中的MXNet代码实现改为PyTorch实现。

freecodecamp

The https://www.freeCodeCamp.org open source codebase and curriculum. Learn to code for free together with millions of people.

github-slideshow

A robot powered training repository :robot:

good_paper_writing

Tips for good paper writing.

javaguide

【Java学习+面试指南】一份涵盖大部分Java程序员所需要掌握的核心知识。

lavis_sammy

LAVIS - A One-stop Library for Language-Vision Intelligence

leeml-notes

李宏毅《机器学习》笔记，在线阅读地址：https://datawhalechina.github.io/leeml-notes

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