Angelica I. Avilés-Rivero

Beyond Fine-tuning: Classifying High Resolution Mammograms using Function-Preserving Transformations

The task of classifying mammograms is very challenging because the lesion is usually small in the high resolution image. The current state-of-the-art approaches for medical image classification...

Variational Multi-Task MRI Reconstruction: Joint Reconstruction, Registration and Super-Resolution

Motion degradation is a central problem in Magnetic Resonance Imaging (MRI). This work addresses the problem of how to obtain higher quality, super-resolved motion-free, reconstructions from...

RainFlow: Optical Flow Under Rain Streaks and Rain Veiling Effect

Video Adverse-Weather-Component Suppression Network via Weather Messenger and Adversarial Backpropagation

Optimised Propainter for Video Diminished Reality Inpainting

ViGU: Vision GNN U-Net for fast MRI

Decentralized Attention Fails Centralized Signals: Rethinking Transformers for Medical Time Series

D2SA: Dual-Stage Distribution and Slice Adaptation for Efficient Test-Time Adaptation in MRI Reconstruction

Mamba4D: Efficient 4D Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space Models

SCOTCH and SODA: A Transformer Video Shadow Detection Framework

Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather Removal

Mind the Gap: Transferring Labels to Align Object Detection Datasets

VesSAM: Efficient Multi-Prompting for Segmenting Complex Vessel

3D Wavelet-Based Structural Priors for Controlled Diffusion in Whole-Body Low-Dose PET Denoising

Training-Free Feature Reconstruction with Sparse Optimization for Vision-Language Models

TrafficMOT: A Challenging Dataset for Multi-Object Tracking in Complex Traffic Scenarios

Simultaneous Semantic and Instance Segmentation for Colon Nuclei Identification and Counting

Peekaboo-Where are the Objects? Structure Adjusting Superpixels