Official PyTorch implementation of the AAAI 2022 paper Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives. The code allows the users to reproduce and extend ...
Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Non-Commercial (NC): Only non-commercial uses of the work are permitted. Article Views ...
Emerging two-terminal nanoscale memory devices, known as memristors, have demonstrated great potential for implementing energy-efficient neuro-inspired computing architectures over the past decade. As ...
Department of Chemistry, University of Michigan, Ann Arbor, Michigan 48109, United States Biophysics Program, University of Michigan, Ann Arbor, Michigan 48109, United States The binding of ...
Objective: Assessing brain connectivity from electrophysiological signals is of great relevance in neuroscience, but results are still debated and depend crucially on how connectivity is defined and ...
This repo contains the code for the paper Stochastic Optimal Control Matching. We propose the SOCM training loss to learn controls in stochastic optimal control problems. We compare it to the ...
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