腾讯混元AIGC算法研究员(文生图)(深圳/北京/上海))
社招全职3年以上AI技术地点:深圳状态:招聘
任职要求
1.计算机、人工智能、数学等相关专业的全日制本科(优先),研究生及以上学历; 2.具有扎实的计算机视觉或机器学习算法基础,有相关方向顶级论文者优先; 3.熟练掌握机器学习和深度学习的基本原理,熟悉常见Α生成模型框架,包括 GAN、 VAE、VQGAN、Diffusion等; 4.熟悉ControlNet, LoRA,Text Inversion等生成模型插件模型; 5.熟悉多模态如 CLIP、ERNIE-ViL等 transformer跨模态表征模型,有NLP、多模态、ΑI生成模型等方向上实践经验优先; 6.具备较强的学习能力、清晰的逻辑思维能力和出色的沟通能力,有强烈的好奇心; 7.具备良好的团队合作、沟通能力。
工作职责
1.通过内容(文本/图像/音频/3D模型等)生成模型的研究优化,解决目前算法在生成质量、多样性、可控性、生成效率等上的问题,并最终有效改善用户体验和生产效能,协助算法的产品化落地; 2.从事图像生成、多模态大模型、小样本学习领域算法训练和优化; 3.结合自有产品和业务需求,从 prompt优化、生成模型研发、adapter研发,性能加速等方面优化Α绘画,AI文字生成,Al视频生成等效果和体验,解决面向业务场景的应用和落地时的算法卡点问题; 4.解决多模态生成模型的工业化部署问题,深入探索模型设计和优化的研发工作。
包括英文材料
学历+
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.
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/
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.
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.
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