DeepProbLog: Neural Probabilistic Logic Programming
PulseAugur coverage of DeepProbLog: Neural Probabilistic Logic Programming — every cluster mentioning DeepProbLog: Neural Probabilistic Logic Programming across labs, papers, and developer communities, ranked by signal.
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Neuro-symbolic AI models show mixed robustness against backdoor attacks
A new research paper explores the vulnerability of neuro-symbolic AI models to backdoor attacks, a type of adversarial manipulation. The study, which compares the DeepProbLog framework against baseline neural networks a…
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DeepProbLog combines deep learning and logic programming for medical diagnostics
Researchers have developed a novel neuro-symbolic approach called DeepProbLog for diagnostic reasoning, particularly in medical applications where data privacy is a concern. This method integrates deep learning with pro…
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New framework unifies neurosymbolic learning with neural networks · 2 sources tracked
Researchers have developed NeSyCat Torch, a novel framework that integrates categorical semantics with neural networks for neurosymbolic learning. This implementation, available in HaskTorch, JAX, and PyTorch, aims to u…