Multimodal Vision Researcher at ByteDance PTE. LTD.

5 days ago


Singapore BYTEDANCE PTE. LTD. Full time
About the Role

We are seeking a highly skilled Multimodal Vision Researcher to join our team at ByteDance PTE. LTD.

Key Responsibilities:
  • Conduct research on computer vision, deep learning, and AI, addressing various challenges in deep learning, computer vision, AIGC, graphics, large multi-modality models, diffusion models, video generation, 3D generation, video understanding, self-supervised learning, and autoregressive models.
  • Explore the application of large-scale/super-large-scale visual foundation models and contribute to the development of new technologies and products leveraging artificial intelligence.
Requirements:
  • Hold a Ph.D. degree in computer science, electrical engineering, statistics, applied mathematics, data science, or related disciplines.
  • Possess research and practical experience in one or more areas of computer vision, encompassing multimodal generation (e.g., text-to-image, image, video, 3D generation and editing), diffusion models, GANs, transformers for generation tasks, vision-language models, large-scale training, and RLHF.
  • Proven track record of high-impact research.
  • Collaborate effectively with team members.
  • Ability to work independently.
Preferred Qualifications:
  • Demonstrate impactful publications in leading AI conferences (e.g., CVPR, ECCV, ICCV, NeurIPS, ICLR, SIGGRAPH, SIGGRAPH Asia) and journals (e.g., TPAMI, JMLR).
  • Achievement as a winner in international academic competitions.
  • Proficiency in one of the differentiable programming frameworks such as PyTorch, TensorFlow, JAX, etc.
  • Possess coding skills in C/C++ and Python.
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