Saba HesarakiExploring SAM (Segment Anything Model): The Future of Image SegmentationImage segmentation is a fundamental task in computer vision, essential for applications ranging from medical imaging to autonomous driving…Jun 5Jun 5
Saba HesarakiIntroducing R2U-Net: A Breakthrough in Medical Image SegmentationRecent advancements in deep learning (DL) have significantly improved the performance of semantic segmentation methods, especially in…Jun 51Jun 51
Saba HesarakiAttention U-Net: Revolutionizing Pancreatic Segmentation in Medical ImagingMedical image segmentation has significantly evolved with the advent of deep learning, particularly convolutional neural networks (CNNs)…Jun 5Jun 5
Saba HesarakiThe Call for Rigorous Validation in 3D Medical Image Segmentation(nn-Unet)Medical image segmentation has been a cornerstone in the field of computer-aided diagnosis, with the U-Net architecture being a fundamental…Jun 5Jun 5
Saba HesarakiSimplifying Medical Image Segmentation with Half-UNetMedical image segmentation is a critical component in the realm of computer-aided diagnosis. The ability to accurately segment images from…Jun 5Jun 5
Saba HesarakiIntroducing Aaren: Revolutionizing Attention-Based Models for Efficiency and PerformanceAttention-based models, particularly Transformers, have become the cornerstone of modern deep learning, excelling in various applications…May 30May 30
Saba HesarakiKolmogorov-Arnold Networks: A New Frontier in Deep LearningIn the rapidly evolving landscape of deep learning, Multi-Layer Perceptrons (MLPs) have long been a staple for constructing neural…May 30May 30
Saba HesarakiAdvancing Language Modeling with xLSTMIn the 1990s, the introduction of Long Short-Term Memory (LSTM) revolutionized the field of deep learning by addressing the vanishing…May 30May 30
Saba HesarakiData MeshData Mesh is a paradigm shift in how organizations manage and utilize their data infrastructure. It proposes a decentralized approach to…Apr 3Apr 3
Saba HesarakiAniPortraitAniPortrait introduces a framework for generating high-quality animated portraits driven by audio and a reference portrait image.Apr 3Apr 3