Research Scientist Intern - Neural Rendering
Uncover limitless opportunities in the field of AI film editing tools with Flawless, a renowned company at the forefront of innovation in Hollywood. Join our dynamic team shaping the future of filmmaking through cutting-edge technology that fosters unbounded creativity, enriches storytelling capabilities, and delivers unmatched visual experiences.
About You:
As a vital member of the neural rendering team at Flawless, you will collaborate with a highly skilled group of researchers in revolutionizing deep learning applications. Dive into challenging areas such as multi-modal image synthesis, audio-visual data fusion, 3D computer vision, and the integration of leading generative AI technologies.
Key Responsibilities:
- Engage in pioneering research on 3D-controlled dynamic face neural rendering.
- Address practical challenges related to audio-driven photorealistic talking head synthesis.
- Develop innovative deep neural network models for photorealistic neural rendering.
- Work closely with researchers across different departments.
- Contribute to advancing research showcased in reputable conferences like CVPR, ICCV, ECCV, and SIGGRAPH.
Requirements:
- Currently pursuing a Ph.D. in Visual Computing, Computer Vision, Machine Learning, or a related discipline.
- Demonstrated history of primary authored publications in esteemed conferences or journals.
- Minimum of 2 years experience in building systems using Computer Graphics, Computer Vision, or Machine Learning methods.
- Proficiency in deep learning and computer vision, especially in Generative Neural Networks, Neural talking head synthesis, 3D computer vision, among others.
- Familiarity with deep learning frameworks like PyTorch and adeptness in statistical methods and numerical optimization.
- Interest in creating impactful real-world tools with diverse applications.
Desirable Skills:
- Knowledge of 3DMM and statistical face models.
- Experience working with Transformer, CNN, GAN, and Diffusion model architectures.
- Proficiency in differentiable rendering pipelines such as PyTorch3D.
- Strong interpersonal skills for collaboration across groups and cultures.
Embrace autonomy, a hybrid work setting, and competitive compensation as part of the remarkable journey with Flawless. Join us in driving innovation and be a key figure in a progressive, inclusive, and collaborative environment that encourages personal and professional growth. We are committed to fostering an equal opportunity and safe workplace for everyone to excel and contribute regardless of background or identity.
