Articles with "modality invariant" as a keyword



Modality-invariant audio-visual association coding in crow endbrain neurons

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Published in 2017 at "Neurobiology of Learning and Memory"

DOI: 10.1016/j.nlm.2016.11.011

Abstract: Graphical abstract Figure. No Caption available. HighlightsCrows match auditory sample cues with visual test stimuli, and vice versa.Single‐unit recordings were performed in the nidopallium caudolaterale (NCL).NCL neurons encoded associations in a modality‐invariant fashion during sample… read more here.

Keywords: sample; modality invariant; audio visual; delay ... See more keywords

Adversarial Decoupling and Modality-Invariant Representation Learning for Visible-Infrared Person Re-Identification

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Published in 2022 at "IEEE Transactions on Circuits and Systems for Video Technology"

DOI: 10.1109/tcsvt.2022.3147813

Abstract: Visible-infrared person re-identification (RGB-IR ReID) has now attracted increasing attention due to its surveillance applications under low-light environments. However, the large intra-class variations between different domains are still a challenging issue in the field of… read more here.

Keywords: modality invariant; adversarial decoupling; identity; domain ... See more keywords

Cross-Modality Image Matching Network With Modality-Invariant Feature Representation for Airborne-Ground Thermal Infrared and Visible Datasets

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Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"

DOI: 10.1109/tgrs.2021.3099506

Abstract: Thermal infrared (TIR) remote-sensing imagery can allow objects to be imaged clearly at night through the long-wave infrared, so that the fusion of thermal infrared and visible (VIS) imagery is a way to improve the… read more here.

Keywords: modality invariant; invariant feature; cross modality; feature representation ... See more keywords

Learning Modality-Invariant Feature for Multimodal Image Matching via Knowledge Distillation

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Published in 2025 at "IEEE Transactions on Geoscience and Remote Sensing"

DOI: 10.1109/tgrs.2025.3568003

Abstract: Multimodal remote sensing image matching is essential for multisource information fusion. Recently, learning-based feature matching networks have significantly enhanced the performance of unimodal image matching tasks through data-driven approaches. However, progress in applying these learning-based… read more here.

Keywords: modality; image matching; distillation; network ... See more keywords

Modality-Invariant Asymmetric Networks for Cross-Modal Hashing

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Published in 2023 at "IEEE Transactions on Knowledge and Data Engineering"

DOI: 10.1109/tkde.2022.3144352

Abstract: Cross-modal hashing has garnered considerable attention and gained great success in many cross-media similarity search applications due to its prominent computational efficiency and low storage overhead. However, it still remains challenging how to effectively take… read more here.

Keywords: modality invariant; cross modal; asymmetric networks; invariant asymmetric ... See more keywords

Subpopulations of neurons in the perirhinal cortex enable both modality-specific and modality-invariant recognition of objects

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Published in 2024 at "PLOS Biology"

DOI: 10.1371/journal.pbio.3002713

Abstract: The perirhinal cortex (PER) supports multimodal object recognition, but how multimodal information of objects is integrated within the PER remains unknown. Here, we recorded single units within the PER while rats performed a PER-dependent multimodal… read more here.

Keywords: modality; recognition; specific modality; perirhinal cortex ... See more keywords