蚂蚁金服多模态理解和生成算法
校招全职蚂蚁集团2027届应届生招聘地点:北京 | 上海 | 杭州 | 重庆状态:招聘
工作描述
任职要求 岗位要求: 1.计算机、人工智能、数学、电子信息等相关专业优先; 2.熟悉计算机视觉、多模态学习及深度学习基础,理解图像/视频理解、跨模态建模、内容生成与表征学习等核心方法; 3.了解 Transformer、VLM、Diffusion 等主流架构,有多模态训练、生成模型或相关项目经验者优先; 4.具备较强的数据处理、实验设计、效果分析与问题定位能力,能够独立推动算法方案迭代; 5.熟练掌握 Python 与 PyTorch,具备良好的算法实现与工程落地能力; 6.有多模态项目、竞赛、论文复现或实际业务落地经验者优先。 …
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包括英文材料
OpenCV+
https://learnopencv.com/getting-started-with-opencv/
At LearnOpenCV we are on a mission to educate the global workforce in computer vision and AI.
https://opencv.org/university/free-opencv-course/
This free OpenCV course will teach you how to manipulate images and videos, and detect objects and faces, among other exciting topics in just about 3 hours.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
Transformer+
https://huggingface.co/learn/llm-course/en/chapter1/4
Breaking down how Large Language Models work, visualizing how data flows through.
https://poloclub.github.io/transformer-explainer/
An interactive visualization tool showing you how transformer models work in large language models (LLM) like GPT.
https://www.youtube.com/watch?v=wjZofJX0v4M
Breaking down how Large Language Models work, visualizing how data flows through.
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/
Python+
https://liaoxuefeng.com/books/python/introduction/index.html
中文,免费,零起点,完整示例,基于最新的Python 3版本。
https://www.learnpython.org/
a free interactive Python tutorial for people who want to learn Python, fast.
https://www.youtube.com/watch?v=K5KVEU3aaeQ
Master Python from scratch 🚀 No fluff—just clear, practical coding skills to kickstart your journey!
https://www.youtube.com/watch?v=rfscVS0vtbw
This course will give you a full introduction into all of the core concepts in python.
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