3 papers
q-bio.NC2025
Inferring response times of perceptual decisions with Poisson variational autoencoders
Hayden R. Johnson, Anastasia N. Krouglova, Hadi Vafaii +2
Many properties of perceptual decision making are well-modeled by deep neural networks. However, such architectures typically treat decisions as instantaneous readouts, overlooking…
eess.IV2025
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…
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…