21 citations · 22 across the 5 of their papers we have counts for
6 papers
Hist2Style: Histogram-Guided Stylization with Bilateral Grids
Dekel Galor, Adam Pikielny, Zhoutong Zhang +4
Photorealistic style transfer aims to match the color and tone of an input image to that of a style target while preserving the content and details of the original scene. Although…
Event2Audio: Event-Based Optical Vibration Sensing
Mingxuan Cai, Dekel Galor, Amit Pal Singh Kohli +2
Small vibrations observed in video can unveil information beyond what is visual, such as sound and material properties. It is possible to passively record these vibrations when the…
Brain-like Variational Inference
Hadi Vafaii, Dekel Galor, Jacob L. Yates
Inference in both brains and machines can be formalized by optimizing a shared objective: maximizing the evidence lower bound (ELBO) in machine learning, or minimizing variational…
Poisson Variational Autoencoder
Hadi Vafaii, Dekel Galor, Jacob L. Yates
Variational autoencoders (VAEs) employ Bayesian inference to interpret sensory inputs, mirroring processes that occur in primate vision across both ventral (Higgins et al., 2021) a…
Noise2Image: Noise-Enabled Static Scene Recovery for Event Cameras
Ruiming Cao, Dekel Galor, Amit Kohli +2
Event cameras, also known as dynamic vision sensors, are an emerging modality for measuring fast dynamics asynchronously. Event cameras capture changes of log-intensity over time a…
BiPMAP: A Toolbox for Predictions of Perceived Motion Artifacts on Modern Displays
Guanghan Meng, Dekel Galor, Laura Waller +1
Presenting dynamic scenes without incurring motion artifacts visible to observers requires sustained effort from the display industry. A tool that predicts motion artifacts and sim…