4 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…