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08/15/2023
Multimodal Dataset Distillation for Image-Text Retrieval
Dataset distillation methods offer the promise of reducing a large-scale...
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01/10/2023
Pix2Map: Cross-modal Retrieval for Inferring Street Maps from Images
Self-driving vehicles rely on urban street maps for autonomous navigatio...
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06/04/2022
Toward Learning Robust and Invariant Representations with Alignment Regularization and Data Augmentation
Data augmentation has been proven to be an effective technique for devel...
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11/25/2020
Squared ℓ_2 Norm as Consistency Loss for Leveraging Augmented Data to Learn Robust and Invariant Representations
Data augmentation is one of the most popular techniques for improving th...
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05/28/2019