21 citations · 22 across the 5 of their papers we have counts for
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cs.AI2024
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…
cs.LG2024
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…
cs.CV2024★ 21 cited
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…