boleizhou.github.io - Bolei Zhou

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Assistant Professor Computer Science Department, University of California, Los Angeles Office: 295D, Engineering VI, UCLA

I study interpretable human-AI interaction for computer vision and machine autonomy. I am also interested in understanding various human-centric properties of current AI models beyond their accuracy, such as explainability , interpretability , steerability , generalization , and safety . Some of the earlier works I co-authored are Class Activation Mapping (CAM) , Places , ADE20K , Network Dissection .

See MetaDriverse for recent work on machine autonomy and GenForce for recent work on generative modeling.

Links to boleizhou.github.io (24)