Research topics:
Recent/current topics:
Representation
Multi-modal
LLM
Vision & NLP
Video understanding with xLM
Text-to-image personalization
Unsupervised learning
Meta-learning
Domain generalization
DNN compression
Information retrieval
HPO/NAS
ECG datasets
Point-cloud
TODO topics:
Text as a universal and generalizable representation of human tasks
Representation properties in a high-dimensional vector space (theory)
Information theory in deep learning
Discovery of generalization in LM