Noise-Avoidance Sampling for Annotation Missing Object Detection

[PDF] arxiv.org

REPAIR: Rank Correlation and Noisy Pair Half-replacing with Memory for Noisy Correspondence

R Zheng, J Hong, C Gao, N Sang - arXiv preprint arXiv:2403.08224, 2024 - arxiv.org
The presence of noise in acquired data invariably leads to performance degradation in cross-
modal matching. Unfortunately, obtaining precise annotations in the multimodal field is …
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