research
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06/01/2023
Addressing Discrepancies in Semantic and Visual Alignment in Neural Networks
For the task of image classification, neural networks primarily rely on ...
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06/01/2023
Evaluating the Capabilities of Multi-modal Reasoning Models with Synthetic Task Data
The impressive advances and applications of large language and joint lan...
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11/21/2022
Addressing Mistake Severity in Neural Networks with Semantic Knowledge
Robustness in deep neural networks and machine learning algorithms in ge...
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03/17/2022
Context-Dependent Anomaly Detection with Knowledge Graph Embedding Models
Increasing the semantic understanding and contextual awareness of machin...
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07/08/2020