Find all the TopMultimodal papers. Links to pdf, code repos and demos are provided.
Asks whether integrating multimodal EEG and fMRI data offers a
better characterisation of functional brain architectures than either modality
alone. T...
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Disease heterogeneity has been a critical challenge for precision diagnosis and treatment, especially in neurologic and neuropsychiatric diseases. Man...
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Wearable devices such as smartwatches are becoming increasingly popular tools for objectively monitoring physical activity in free-living conditions. ...
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It is now possible to conduct large scale perturbation screens with complex readout modalities, such as different molecular profiles or high content c...
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We propose a novel deep neural network architecture to integrate imaging and genetics data, as guided by diagnosis, that provides interpretable biomar...
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Presents a novel approach to enhance audio-visual speech separation by isolating individual speakers in multi-talker scenarios. The proposed method em...
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The utilization of synthetic data for fingerprint recognition has garnered increased attention due to its potential to alleviate privacy concerns surr...
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Contactless palmprints are comprised of both global and local discriminative features. Most prior work focuses on extracting global features or local ...
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Provides a comprehensive review of adversarial attacks and defenses in deep neural networks (DNNs) across three data types: images, graphs, and text. ...
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Presents LiftedGAN, a framework that facilitates self-supervised, 3D-aware face generation using a distillation approach from a pre-trained StyleGAN2 ...
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In developing countries around the world, a multitude of infants continue to
suffer and die from vaccine-preventable diseases, and malnutrition. Lamen...
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Individuals with Autism Spectrum Conditions (ASC) have marked difficulties
using verbal and non-verbal communication for social interaction. The runni...
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