阿里巴巴视觉生成模型的内生安全对齐与伦理约束机制研究- A Star
实习兼职阿里巴巴2027届实习生地点:杭州状态:招聘
工作描述
任职要求 1.学历背景:在读博士研究生,计算机科学、人工智能、数学、网络安全或相关专业。 2.技术基础:精通 PyTorch/TensorFlow 等深度学习框架,熟悉 LLM、Diffusion Model、GAN 等的原理和实践,有大规模模型训练经验者优先。 3.安全知识:对 AI 安全(AI Safety)、对抗机器学习(Adversarial ML)或内容安全有一定理解,不满足于现有的黑盒防御方案。 4.代码能力:具备优秀的工程实现能力,能够独立复现前沿论文算法,并在分布式训练环境中进行调试。 5.沟通能力:具备良好的团队协作能力,能够清晰地向算法工程师、合规专…
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包括英文材料
学历+
PyTorch+
https://datawhalechina.github.io/thorough-pytorch/
PyTorch是利用深度学习进行数据科学研究的重要工具,在灵活性、可读性和性能上都具备相当的优势,近年来已成为学术界实现深度学习算法最常用的框架。
https://www.youtube.com/watch?v=V_xro1bcAuA
Learn PyTorch for deep learning in this comprehensive course for beginners. PyTorch is a machine learning framework written in Python.
TensorFlow+
https://www.youtube.com/watch?v=tpCFfeUEGs8
Ready to learn the fundamentals of TensorFlow and deep learning with Python? Well, you’ve come to the right place.
https://www.youtube.com/watch?v=ZUKz4125WNI
This part continues right where part one left off so get that Google Colab window open and get ready to write plenty more TensorFlow code.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
大模型+
https://www.youtube.com/watch?v=xZDB1naRUlk
You will build projects with LLMs that will enable you to create dynamic interfaces, interact with vast amounts of text data, and even empower LLMs with the capability to browse the internet for research papers.
https://www.youtube.com/watch?v=zjkBMFhNj_g
机器学习+
https://www.youtube.com/watch?v=0oyDqO8PjIg
Learn about machine learning and AI with this comprehensive 11-hour course from @LunarTech_ai.
https://www.youtube.com/watch?v=i_LwzRVP7bg
Learn Machine Learning in a way that is accessible to absolute beginners.
https://www.youtube.com/watch?v=NWONeJKn6kc
Learn the theory and practical application of machine learning concepts in this comprehensive course for beginners.
https://www.youtube.com/watch?v=PcbuKRNtCUc
Learn about all the most important concepts and terms related to machine learning and AI.
算法+
https://roadmap.sh/datastructures-and-algorithms
Step by step guide to learn Data Structures and Algorithms in 2025
https://www.hellointerview.com/learn/code
A visual guide to the most important patterns and approaches for the coding interview.
https://www.w3schools.com/dsa/
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