Semester
| Course
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Fall 2023, 2024 |
How do we build models and systems for connecting language to robot control? How can embodiment inform language representations? |
Spring 2024 |
Focus on core techniques and modern advances for integrating different "modalities" into a shared representation or reasoning system. Specifically, these include text, audio, images/videos and action taking. |
Previously...
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Fall '21, '22, '23 |
Build, train, and deploy models that can run on low-power devices. Covering distillation, quantization, pruning, and power/carbon calculation. The final model produced will have an mAh "budget". |
Spring '21, '22, '23 |
11-777 MultiModal Machine Learning
2021, 2022, 2023Focus on core techniques and modern advances for integrating different "modalities" into a shared representation or reasoning system. Specifically, these include text, audio, images/videos and action taking. |