Ksawery Smoczyński

Why We Need New Benchmarks for Local Intrinsic Dimension Estimation

Recent advancements in algorithms for local intrinsic dimension (LID) estimation have been closely tied to progress in neural networks (NN). However, NN architectures are often tailored to specific domains, such as audio or image data, incorporating inductive biases that limit their transferability…