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Controllable Video Generation Research Intern

Tencent Cloud · Sydney, New South Wales · Posted 11 days ago

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PythonPyTorchComputer VisionDeep LearningDiffusion ModelsConditional GenerationVideo GenerationReinforcement Learning

"Design multimodal controllable video generation for PUBG Mobile, with control signals from keyboard, controller, trajectory, and voice feeding a real-time generation system."

Business Unit LIGHTSPEED STUDIOS is made up of passionate players who advance the art & science of game development through great stories, great gameplay, and advanced technology. We are focused on bringing next generation experiences to gamers who want to enjoy them anywhere, anytime, across multiple genres and devices. About the Hiring Team Lightspeed Tech Center is a R&D department under Lightspeed Studios which develop PUBG Mobile and other high-quality games. Our Tech Center leads the research, exploration, and discovery of innovative technologies and provides technical services for all games during all phases of life cycle, including engine, audio, QA, AI, next generation game, technical cooperation, etc. What the Role Entails

  • Design a multimodal controllable generation framework supporting various inputs such as keyboard, controller, trajectory, and voice.
  • Research high-fidelity generation under sparse control signals and explore the extension of conditional control paradigms in the video domain.
  • Achieve the decoupling and combination of trajectory control, camera control, motion control, and posture control.
  • Design dedicated control modules tailored to different game genres.
  • Develop video generation capabilities for multi-player collaborative control, ensuring low-latency response and inter-frame state retention.
  • Collaborate with the Engine/Agent teams to define standardized interfaces for controllable signals.
  • Drive the join optimization of controllable generation and Reinforcement Learning post-training.

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This role centers on Python, Pytorch, Conditional Generation, and Diffusion Models. There are 320 open roles at Tencent Cloud right now.

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