vivo3D-AIGC算法专家(杭州&西安)
社招全职3年以上研发类地点:西安 | 杭州状态:招聘
任职要求
1. 计算机科学、人工智能、机器学习或相关领域,硕士及以上学历,熟悉扩散模型、神经渲染; 2. 具备扎实的计算机背景知识、机器学习、深度学习实践经验,熟悉一种主流的机器学习框架(Tensorflow,PyTorch,MXNet); 3. 动手实现能力强,代码基本功扎实,熟练掌握三维重建技术,包括但不限于MVS,NeRF,Gaussian Splatting。 4. 在顶会上有论文者优先、包括但不限于CVPR、NeurIPS、ICCV、ECCV、SIGGRAPH等; 5. 具备良好的解决问题能力、团队合作能力和沟通能力,并且善于主动发现问题并且积极探索,有自我驱动力,勤奋好学。
工作职责
1. 负责3D建模算法研究与应用,包括但不限于Gaussian Splatting建模,位姿估计,光照估计、可微渲染。 2. 研究AIGC算法在移动终端和3D建模算法中的算法研发,推动可控生成,画质增强,新视点生成等核心技术的探索。 3. 与工程、产品团队配合,推动团队成果的应用落地; 4. 带领实习生发表前沿学术论文,撰写专利等,推进技术进步。
包括英文材料
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.
学历+
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
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.
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.
MXNet+
https://www.tutorialspoint.com/apache_mxnet/index.htm
Apache MXNet is a powerful deep learning framework that supports both symbolic and imperative programming.
CVPR+
https://cvpr.thecvf.com/
NeurIPS+
https://neurips.cc/
ICCV+
https://iccv.thecvf.com/
ICCV is the premier international computer vision event comprising the main conference and several co-located workshops and tutorials.
ECCV+
https://eccv.ecva.net/
ECCV is the official event under the European Computer Vision Association and is biannual on even numbered years.
相关职位
社招5年以上研发类
1. 核心技术攻关:主导基于视觉信息的3D内容生产,突破高质量内容、高效率生产等技术瓶颈; 2. 前沿技术的场景化探索:研究3D视觉方向(包含但不限于:三维重建与生成、新视角合成、空间感知)的前沿技术趋势,探索技术场景化的路径,结合业务需求孵化创新应用。