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Showing 3739-3759 of 6,831 articles

Towards Robust and Generalizable Lensless Imaging with Modular Learned Reconstruction

Lensless cameras disregard the conventional design that imaging should mimic the human eye. This i...

Feb 2025 http://arxiv.org/abs/2502.01102v1

FCBoost-Net: A Generative Network for Synthesizing Multiple Collocated Outfits via Fashion Compatibility Boosting

Outfit generation is a challenging task in the field of fashion technology, in which the aim is to...

Feb 2025 http://arxiv.org/abs/2502.00992v1

SAM-guided Pseudo Label Enhancement for Multi-modal 3D Semantic Segmentation

Multi-modal 3D semantic segmentation is vital for applications such as autonomous driving and virt...

Feb 2025 http://arxiv.org/abs/2502.00960v1

Self-Prompt SAM: Medical Image Segmentation via Automatic Prompt SAM Adaptation

Segment Anything Model (SAM) has demonstrated impressive zero-shot performance and brought a range...

Feb 2025 http://arxiv.org/abs/2502.00630v1

TROI: Cross-Subject Pretraining with Sparse Voxel Selection for Enhanced fMRI Visual Decoding

fMRI (functional Magnetic Resonance Imaging) visual decoding involves decoding the original image ...

Feb 2025 http://arxiv.org/abs/2502.00412v2

A Study on the Performance of U-Net Modifications in Retroperitoneal Tumor Segmentation

The retroperitoneum hosts a variety of tumors, including rare benign and malignant types, which po...

Feb 2025 http://arxiv.org/abs/2502.00314v1

MCM: Multi-layer Concept Map for Efficient Concept Learning from Masked Images

Masking strategies commonly employed in natural language processing are still underexplored in vis...

Feb 2025 http://arxiv.org/abs/2502.00266v1

Testing the equivalency of human "predators" and deep neural networks in the detection of cryptic moths.

Researchers have shown growing interest in using deep neural networks (DNNs) to efficiently test the...

Feb 2025 39589804

A network-driven framework for enhancing gene-disease association studies in coronary artery disease

Over the last decade, genome-wide association studies (GWAS) have successfully identified numerous...

Jan 2025 http://arxiv.org/abs/2501.19030v1

Full-scale Representation Guided Network for Retinal Vessel Segmentation

The U-Net architecture and its variants have remained state-of-the-art (SOTA) for retinal vessel s...

Jan 2025 http://arxiv.org/abs/2501.18921v1

Early Diagnosis and Severity Assessment of Weligama Coconut Leaf Wilt Disease and Coconut Caterpillar Infestation using Deep Learning-based Image Processing Techniques

Global Coconut (Cocos nucifera (L.)) cultivation faces significant challenges, including yield los...

Jan 2025 http://arxiv.org/abs/2501.18835v1

A Robust Support Vector Machine Approach for Raman COVID-19 Data Classification

Recent advances in healthcare technologies have led to the availability of large amounts of biolog...

Jan 2025 http://arxiv.org/abs/2501.17904v1

A two-stage dual-task learning strategy for early prediction of pathological complete response to neoadjuvant chemotherapy for breast cancer using dynamic contrast-enhanced magnetic resonance images

Rationale and Objectives: Early prediction of pathological complete response (pCR) can facilitate ...

Jan 2025 http://arxiv.org/abs/2502.00051v1

Testing Conditional Mean Independence Using Generative Neural Networks

Conditional mean independence (CMI) testing is crucial for statistical tasks including model deter...

Jan 2025 http://arxiv.org/abs/2501.17345v1

A Hybrid Deep Learning CNN Model for Enhanced COVID-19 Detection from Computed Tomography (CT) Scan Images

Early detection of COVID-19 is crucial for effective treatment and controlling its spread. This st...

Jan 2025 http://arxiv.org/abs/2501.17160v1

SketchYourSeg: Mask-Free Subjective Image Segmentation via Freehand Sketches

We introduce SketchYourSeg, a novel framework that establishes freehand sketches as a powerful que...

Jan 2025 http://arxiv.org/abs/2501.16022v2

Color Flow Imaging Microscopy Improves Identification of Stress Sources of Protein Aggregates in Biopharmaceuticals

Protein-based therapeutics play a pivotal role in modern medicine targeting various diseases. Desp...

Jan 2025 http://arxiv.org/abs/2501.15492v1

FlatTrack: Eye-tracking with ultra-thin lensless cameras

Existing eye trackers use cameras based on thick compound optical elements, necessitating the came...

Jan 2025 http://arxiv.org/abs/2501.15450v1

Efficient Sparse Flow Decomposition Methods for RNA Multi-Assembly

Decomposing a flow on a Directed Acyclic Graph (DAG) into a weighted sum of a small number of path...

Jan 2025 http://arxiv.org/abs/2501.14662v3

UltraLightSqueezeNet: A Deep Learning Architecture for Malaria Classification with up to 54x fewer trainable parameters for resource constrained devices

Lightweight deep learning approaches for malaria detection have gained attention for their potenti...

Jan 2025 http://arxiv.org/abs/2501.14172v2

Effective Defect Detection Using Instance Segmentation for NDI

Ultrasonic testing is a common Non-Destructive Inspection (NDI) method used in aerospace manufactu...

Jan 2025 http://arxiv.org/abs/2501.14149v1