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Christophe Moser

2 accepted papers

2024

Optical Diffusion Models for Image Generation

NeurIPS 2024poster

Diffusion models generate new samples by progressively decreasing the noise from the initially provided random distribution. This inference procedure generally utilizes a trained neural network numerous times to obtain the final output, creating significant latency and energy consumption on digital…

Cited by 2SourcePDFScholar
2022

Natural image synthesis for the retina with variational information bottleneck representation

NeurIPS 2022accept

In the early visual system, high dimensional natural stimuli are encoded into the trains of neuronal spikes that transmit the information to the brain to produce perception. However, is all the visual scene information required to explain the neuronal responses? In this work, we search for answers t…

Cited by 2SourcePDFScholar