Research Scientist - Multimodal Representation Learning
Fremont, California, United States
USD 200K-300K (estimate) Mid-level Full Time
Tasks
- Build multimodal fusion architectures
- Collaborate with engineering to integrate methods into production systems
- Create teacher student distillation frameworks
- Design masked modeling methods
- Design novel representation learning methods
- Design video model architectures
- Design vision transformer architectures
- Develop contrastive learning approaches
- Develop self supervised learning approaches
- Develop training paradigms and loss functions
- Improve downstream performance for autonomous driving
- Improve representation quality metrics
Perks/Benefits
- N/A
Skills/Tech-stack
CLIP | Computer Vision | Contrastive Learning | DINOv2 | DeepSpeed | Function design | Knowledge Distillation | Loss Function | Loss function design | Masked Autoencoders | Masked Modeling | Megatron-LM | Model Training | Multimodal fusion | Self-Supervised Learning | Self-supervised | Supervised Learning | Video Swin | Video models | Vision Transformer
Education
N/A
Roles
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