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04/18/2023
Approximate Nearest Neighbour Phrase Mining for Contextual Speech Recognition
This paper presents an extension to train end-to-end Context-Aware Trans...
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04/28/2022
Keep the Caption Information: Preventing Shortcut Learning in Contrastive Image-Caption Retrieval
To train image-caption retrieval (ICR) methods, contrastive loss functio...
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02/14/2022
Do Lessons from Metric Learning Generalize to Image-Caption Retrieval?
The triplet loss with semi-hard negatives has become the de facto choice...
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12/21/2021
Extending CLIP for Category-to-image Retrieval in E-commerce
E-commerce provides rich multimodal data that is barely leveraged in pra...
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11/01/2021
Teaching Fairness, Accountability, Confidentiality, and Transparency in Artificial Intelligence through the Lens of Reproducibility
In this work we explain the setup for a technical, graduate-level course...
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05/11/2020
Conditional Image Generation and Manipulation for User-Specified Content
In recent years, Generative Adversarial Networks (GANs) have improved st...
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12/08/2019