Summary
Mitsubishi Electric Research Laboratories (MERL) is seeking a self-motivated intern to work on multimodal large language models and embodied AI in dynamic indoor environments. The intern will collaborate with researchers to develop algorithms and prepare manuscripts for scientific publications, requiring a strong background in machine learning and computer vision.
Responsibilities
- Experience in designing 3D interactive scenes
- Experience with vision based embodied AI using simulators (implementation on real robotic hardware would be a plus)
- Experience training large language models on multimodal data
- Experience with training reinforcement learning algorithms
- Strong foundations in machine learning and programming
- Strong track record of publications in top-tier computer vision and machine learning venues (such as CVPR, NeurIPS, etc.)
Skills
- Experience in designing 3D interactive scenes
- Experience with vision based embodied AI using simulators
- Experience training large language models on multimodal data
- Experience with training reinforcement learning algorithms
- Strong foundations in machine learning and programming
- Strong track record of publications in top-tier computer vision and machine learning venues (such as CVPR, NeurIPS, etc.)
- Hands on experience in using animated 3D human shape models (e.g., SMPL and variants)
- Implementation on real robotic hardware would be a plus
Qualifications
Must Haves
- Experience in designing 3D interactive scenes
- Experience with vision based embodied AI using simulators
- Experience training large language models on multimodal data
- Experience with training reinforcement learning algorithms
- Strong foundations in machine learning and programming
- Strong track record of publications in top-tier computer vision and machine learning venues (such as CVPR, NeurIPS, etc.)
Nice to Haves
- Hands on experience in using animated 3D human shape models (e.g., SMPL and variants)
- Implementation on real robotic hardware would be a plus