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- Protein Function Prediction
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Classroom Contents
Protein Representation Learning by Geometric Structure Pretraining
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- 1 - Intro
- 2 - Protein Function Prediction
- 3 - GearNet: A Simple, Effective Protein Structure Encoder
- 4 - Edge Message Passing
- 5 - GearNet-Edge
- 6 - Experimental Setup
- 7 - Geometric Pretraining
- 8 - Contrastive Learning: SimCLR
- 9 - Self-Prediction Baselines
- 10 - Experimental Setup
- 11 - Pretraining on Different Datasets
- 12 - Conclusion & Future Work
- 13 - Q+A
