Search Results for author: Aleksandr Matsun

Found 5 papers, 2 papers with code

CoReEcho: Continuous Representation Learning for 2D+time Echocardiography Analysis

no code implementations15 Mar 2024 Fadillah Adamsyah Maani, Numan Saeed, Aleksandr Matsun, Mohammad Yaqub

Deep learning (DL) models have been advancing automatic medical image analysis on various modalities, including echocardiography, by offering a comprehensive end-to-end training pipeline.

Representation Learning

ConDiSR: Contrastive Disentanglement and Style Regularization for Single Domain Generalization

no code implementations14 Mar 2024 Aleksandr Matsun, Numan Saeed, Fadillah Adamsyah Maani, Mohammad Yaqub

We evaluate our method on the complex task of multicenter histopathology image classification, comparing it against state-of-the-art (SOTA) SDG baselines.

Disentanglement Domain Generalization +2

Innovative Horizons in Aerial Imagery: LSKNet Meets DiffusionDet for Advanced Object Detection

1 code implementation21 Nov 2023 Ahmed Sharshar, Aleksandr Matsun

In the realm of aerial image analysis, object detection plays a pivotal role, with significant implications for areas such as remote sensing, urban planning, and disaster management.

Object object-detection +1

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