3D Vision and Scene Understanding - AI Research & Engineering Intern

Descrizione del lavoro:

Job Description

In this internship, you will conduct advanced research and engineering in 3D perception, scene understanding, and machine learning to address challenges in autonomous systems. A few of your additional responsibilities, will include:
* Apply research results to real-world applications with high quality implementation.
* Integrate the resulting system/software into existing Bosch platform.
* Summarize research findings in high-quality paper and/or patent submissions

Requisiti del candidato:

Qualifications

Basic Qualifications
* Currently enrolled and pursing a Ph.D. or Master student in Computer Science or related fields
* Hands-on experience on developing computer vision and deep learning algorithms with focus on at least two of the following areas: multimodal transformers, diffusion models, NeRF/Gaussian Splatting, video generation, 3D scene understanding, autonomous driving, behavior modeling/prediction, SfM, voxel/BEV grid-based feature representation.
* Solid python and/or C++ programming skills and proficient with libraries such as OpenCV, Tensorflow, and PyTorch.
* Minimum GPA of 3.0
Preferred Qualifications
* Publication record in top venues including CVPR, ICCV, ICRA, ISMAR, ECCV, NeurIPS, ICLR, TVCG, SIGGRAPH.
* Experience in working with hardware systems including sensors such as cameras, depth sensors, IMU, LIDAR, etc.
* Able to work independently, has strong research and problem-solving skills.
* Strong background in math and statistics.
* Good communication and teamwork skills