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Jiaqi He

4 accepted papers

2025

Importance-Awareness Masking Network for Robust Document Retrieval

ICASSP 2025accepted

In this paper, we introduce the IMPortance-awaReness maskIng NeTwork (IMPRINT), a novel approach to enhance the robustness of document retrieval systems against query variations, particularly those containing misspellings. Unlike previous models that treat all query components (words/features) equal…

Cited by 0SourceScholar
2024

Multiscale Sliced Wasserstein Distances as Perceptual Color Difference Measures

ECCV 2024poster

"Contemporary color difference (CD) measures for photographic images typically operate by comparing co-located pixels, patches in a “perceptually uniform” color space, or features in a learned latent space. Consequently, these measures inadequately capture the human color perception of misaligned im…

2021

Regularized Recovery by Multi-Order Partial Hypergraph Total Variation

ICASSP 2021accepted

Capturing complex high-order interactions among data is an important task in many scenarios. A common way to model high-order interactions is to use hypergraphs whose topology can be mathematically represented by tensors. Existing methods use a fixed-order tensor to describe the topology of the whol…

Cited by 0SourceScholar