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05/09/2023
Egocentric Hierarchical Visual Semantics
We are interested in aligning how people think about objects and what ma...
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05/31/2022
Concept-level Debugging of Part-Prototype Networks
Part-prototype Networks (ProtoPNets) are concept-based classifiers desig...
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09/23/2021
Toward a Unified Framework for Debugging Gray-box Models
We are concerned with debugging concept-based gray-box models (GBMs). Th...
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08/18/2021
Streaming and Learning the Personal Context
The representation of the personal context is complex and essential to i...
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06/07/2021
Interactive Label Cleaning with Example-based Explanations
We tackle sequential learning under label noise in applications where a ...
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03/27/2021
Human-in-the-loop Handling of Knowledge Drift
We introduce and study knowledge drift (KD), a complex form of drift tha...
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11/02/2020