3D Generative AI Researcher

1 month ago

Sydney, New South Wales, Australia Tencent Full time

Job Summary:

We are seeking a highly skilled Research Intern to join our team at Lightspeed Studios, a leading game developer with a global presence. As a Research Intern, you will be responsible for developing AI systems that generate high-quality 3D models from text descriptions or image inputs, applicable to game production and other application scenarios.

Key Responsibilities:

  • Develop AI systems that generate high-quality 3D models from text descriptions or image inputs.
  • Optimize large AIGC models (3D generation) to improve quality, speed, diversity, and controllability.
  • Collaborate across teams to seamlessly integrate 3D models into gaming environments, enhance player experience, and advance the application of AI technology in specific business scenarios.

Requirements:

  • Master or PHD Degree in Computer Vision or Computer Graphics.
  • Experience in directions such as 3D model generation, UV texture generation, PBR material generation, automatic rigging, and automatic mesh skinning.
  • Experience in using and training AI models such as Diffusion, ViT, DiT, GAN, ControlNet, LoRA, IP-Adapter, Inpainting, Super Resolution, etc.
  • Experience in building 3D datasets (characters, objects, scenes) and various 3D data processing (Mesh, Voxel, NeRF, Triplane, SDF, GaussianSplatting, FlexiCubes, etc.).
  • Strong learning ability, self-motivation, clear logical thinking ability, excellent communication skills, and teamwork skills.
  • Proficiency in at least one programming language (Python, C/C++), mastery of deep learning frameworks, strong coding capabilities, and those with ACM regional competition gold medals or influential open-source projects are preferred.

Preferred Qualifications:

  • Publications in top computer vision and graphics conferences and journals.
  • Prior experience with practical 3D modeling software (Maya, Blender, 3DS Max) or game engines (Unity, Unreal Engine).

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