4 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…
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…
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.…