小米多模态算法工程师实习生
实习兼职地点：北京状态：招聘
任职要求
1、硕士及以上学历，计算机、人工智能及机器学习等相关专业； 2、有自然语言处理、计算机视觉、视频理解等技术背景者优先； 3、有大模型预训练、指令微调或强化学习等项目经验者优先； 4、掌握机器学习和深度…
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工作职责
1、深入调研多模态、计算机视觉和自然语言处理等方向的前沿技术 2、推进视觉信息语义分割与编码的研究，设计自监督学习任务，在大数据上训练较大参数规模模型； 3、探索视觉与语言的语义对齐方法，和多模态多任务联合训练
包括英文材料
学历+
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.
NLP+
https://www.youtube.com/watch?v=fNxaJsNG3-s&list=PLQY2H8rRoyvzDbLUZkbudP-MFQZwNmU4S
Welcome to Zero to Hero for Natural Language Processing using TensorFlow!
https://www.youtube.com/watch?v=R-AG4-qZs1A&list=PLeo1K3hjS3uuvuAXhYjV2lMEShq2UYSwX
Natural Language Processing tutorial for beginners series in Python.
https://www.youtube.com/watch?v=rmVRLeJRkl4&list=PLoROMvodv4rMFqRtEuo6SGjY4XbRIVRd4
The foundations of the effective modern methods for deep learning applied to NLP.
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.
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
强化学习+
https://cloud.google.com/discover/what-is-reinforcement-learning?hl=en
Reinforcement learning (RL) is a type of machine learning where an "agent" learns optimal behavior through interaction with its environment.
https://huggingface.co/learn/deep-rl-course/unit0/introduction
This course will teach you about Deep Reinforcement Learning from beginner to expert. It’s completely free and open-source!
https://www.kaggle.com/learn/intro-to-game-ai-and-reinforcement-learning
Build your own video game bots, using classic and cutting-edge algorithms.
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实习
1、负责视觉大模型，多模态大模型、缺陷检测、目标检测、图像分割、相关算法的研发和实现，以及在工业场景的落地； 2、负责图像识别核心能力沉淀和产品化建设，多方协同，快速落地；利用计算机视觉和人工智能新技术，改进提升产品性能； 3、负责算法的优化和集成工作，包括边缘设备和云端；
更新于 2025-06-12北京
实习
1、负责图像、视频的多模态内容生成工作，应用Transformer、Stable Diffusion等技术赋能核心业务; 2、利用前沿深度学习算法，对图像、视频进行编码、压缩、重建或生成; 3、探索图像和视频的前沿技术，负责算法模型迭代升级。
更新于 2025-04-24北京