The Engineering Architecture team of the PICO-Interactive Perception R&D Department is looking to explore the low-power consumption deployment of AI models and advance the technology in 3D Avatar generative models, 3D geometry, texturing, human reconstruction, and animation.
Requirements
- Have solid research and practical experience in one or more fields, including but not limited to the following aspects: 3D face/head/hand/full-body modeling, editing, and driving; Explicit and implicit representations of the face/head/hand/full-body, such as NeRF, 3DGS, Codec Avatar; Generative modeling (e.g., Diffusion or Transformer models) for 3D/4D reconstruction/generation.
- Proficient in algorithm design and implementation, with strong programming skills (e.g., Python/C/C++).
- Hands-on experience with deep learning frameworks, preferably PyTorch.
- Strong research ability with publications in top computer vision and graphics conferences and journals (such as CVPR, ICCV, ECCV, SIGGRAPH, SIGGRAPH Asia, NIPS, ICML, PAMI, IJCV, TOG, TVCG, etc.).
Responsibilities
- Participate in research and development tasks to explore new frontiers in 3D Avatar generative models and deep dive into advanced 3D geometry, texturing, human reconstruction, and animation techniques.
- Contribute to project discussions, offering innovative ideas for 3D modeling and avatar generation/animation.
- Collaborate closely with XFN teams to refine 3D Avatar Generative models in business operations and transform advanced technology into PICO products.
- Document research findings clearly and contribute to research publications, patents, and presentations.
Other
- Master's degree or above, majoring in Computer Vision, Computer Graphics, Mathematics, Game Design, Digital Arts, Animation, or related fields.
- Keen interest in developing expertise in 3D modeling, texturing, and avatar generation.
- Good communication skills, capable of collaborating well with team members.
- Self-motivated, with a strong thirst for knowledge, curiosity, and initiative, timely pay attention to and learn about the latest technologies in the industry, and is passionate about tackling technical challenges.
