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Starts 8 June 2025 14:44
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Partially Shared Multi-Modal Embedding Learns Holistic Representation of Cell State - Day 1
Discover insights into partially shared multi-modal embedding techniques for holistic cell state representation in this talk by Xinyi Zhang from MIT's Uhler Lab.
Broad Institute
via YouTube
Broad Institute
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17 minutes
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Overview
Discover insights into partially shared multi-modal embedding techniques for holistic cell state representation in this talk by Xinyi Zhang from MIT's Uhler Lab.
Syllabus
- Introduction to Multi-Modal Embedding
- Partially Shared Embedding Techniques
- Holistic Representation of Cell State
- Insights from Uhler Lab Research
- Technical Deep Dive
- Applications and Implications
- Q&A Session
Definition and significance in AI and biology
Overview of cell state representation
Fundamentals of embedding methods
Differentiating shared vs. partially shared embeddings
Importance of multi-modal approaches in cell biology
Case studies and real-world applications
Overview of current research projects
Breakthroughs and challenges in the field
Mathematical models behind multi-modal embeddings
Algorithms and computational methods
Practical uses in biomedical research
Future directions and potential innovations
Open floor for questions from participants
Discussion on emerging trends and technologies
Subjects
Data Science
