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Neural Information Processing SystemsFeb-8-2026, 19:14:44 GMT
Neural Information Processing SystemsFeb-8-2026, 19:03:22 GMT
Neural Information Processing SystemsFeb-8-2026, 19:03:08 GMT
Neural Information Processing SystemsFeb-8-2026, 19:02:57 GMT
Modern deep learning, while effective in tackling clean and curated datasets, is often very brittle to domain and distribution shifts [76].
Neural Information Processing SystemsFeb-8-2026, 19:02:39 GMT
We take advantage of NF preconditioning and NF based Metropolis-Hastings updates for a faster convergence.
Neural Information Processing SystemsFeb-8-2026, 19:01:24 GMT
While DenseNet is a typical example of the layer aggregation mechanism, its redundancyhas been commonly criticized inthe literature.
Neural Information Processing SystemsFeb-8-2026, 19:01:13 GMT
Neural Information Processing SystemsFeb-8-2026, 19:01:02 GMT
Neural Information Processing SystemsFeb-8-2026, 19:00:52 GMT
Neural Information Processing SystemsFeb-8-2026, 19:00:40 GMT
Additionally,bGPFA uses automatic relevance determination to infer the dimensionality of neural activity directly from the training data during optimization.