224 citations · 614 across the 33 of their papers we have counts for
33 papers
Spatio-Temporal Transformers for Long-Term NDVI Forecasting
Ido Faran, Nathan S. Netanyahu, Maxim Shoshany
Long-term satellite image time series (SITS) analysis in heterogeneous landscapes faces significant challenges, particularly in Mediterranean regions where complex spatial patterns…
Multi-Sensor Matching with HyperNetworks
Eli Passov, Nathan S. Netanyahu, Yosi Keller
Hypernetworks are models that generate or modulate the weights of another network. They provide a flexible mechanism for injecting context and task conditioning and have proven bro…
A Generic Hybrid Framework for 2D Visual Reconstruction
Daniel Rika, Dror Sholomon, Eli David +2
This paper presents a versatile hybrid framework for addressing 2D real-world reconstruction tasks formulated as jigsaw puzzle problems (JPPs) with square, non-overlapping pieces.…
XVertNet: Unsupervised Contrast Enhancement of Vertebral Structures with Dynamic Self-Tuning Guidance and Multi-Stage Analysis
Ella Eidlin, Assaf Hoogi, Hila Rozen +2
Chest X-rays remain the primary diagnostic tool in emergency medicine, yet their limited ability to capture fine anatomical details can result in missed or delayed diagnoses. To ad…
PathRTM: Real-time prediction of KI-67 and tumor-infiltrated lymphocytes
Steven Zvi Lapp, Eli David, Nathan S. Netanyahu
In this paper, we introduce PathRTM, a novel deep neural network detector based on RTMDet, for automated KI-67 proliferation and tumor-infiltrated lymphocyte estimation. KI-67 prol…
Edge2Vec: A High Quality Embedding for the Jigsaw Puzzle Problem
Daniel Rika, Dror Sholomon, Eli David +1
Pairwise compatibility measure (CM) is a key component in solving the jigsaw puzzle problem (JPP) and many of its recently proposed variants. With the rapid rise of deep neural net…