Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-13T06:53:02.003860Z
Paper Citation Record · LEDGER
As of 13 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 1 inbound Pith citation observation for arXiv:2605.04946.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-13T06:53:02.003860Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-26T14:30:52.935073Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-04T06:29:36.829347Z
52 of 52 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation a2fb54b8-eed5-409d-9dd2-81ab8256fc28 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Batch normalization: Accelerating deep network training by reducing internal covariate shift
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 833d9a89-37e8-4aab-aeb4-75001f5b67da · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Weight normalization: A simple reparameterization to accelerate training of deep neural networks
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 0b3a46eb-2774-4a6d-964e-cb389bf52ad0 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks and Selman, Bart and Weinberger, Kilian Q
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c20ebff1-3771-4de0-be13-55a78f5abcdd · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks How does batch normalization help optimization?
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4781c4a6-1acc-4471-b850-afefca4cc2f3 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Deep ReLU networks have surprisingly few activation patterns
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 1647d5d5-a8d6-4420-9a55-3730650d579d · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Complexity of linear regions in deep networks
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ac3b72f8-3a47-4cb4-a7ee-0e28127bf64d · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks The geometry of deep networks: Power diagram subdivision
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f1ff37ac-10e9-43e3-a401-d1a338311e6c · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Deep residual learning for image recognition
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 745c3fbd-9731-436b-908b-c87354b8b73b · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Densely connected convolutional networks
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f683b7b4-ffd2-4330-979c-a24518ce1fa6 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 53df00b2-8ab6-4aa0-93bd-8378ad81fbe0 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks ChannelNets: Compact and efficient convolutional neural networks via channel-wise convolutions
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b3e34218-b7ac-4c98-9607-d45a6b01c658 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Scaled- YOLOv4 : Scaling cross stage partial network
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 73940162-7e70-436f-851b-92aee165faf0 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks GhostNets on heterogeneous devices via cheap operations
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d2021f2e-56fe-4fcb-bf31-1dda4e01aa02 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks On the expected complexity of maxout networks
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 18c06116-98da-415f-95f8-624c2113e603 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Polyhedral complex extraction from R e LU networks using edge subdivision
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 61ade62d-2733-4fc1-b5dc-7c4f8776baf7 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks On the number of regions of piecewise linear neural networks
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 0d84a5b9-29bf-41c4-b18c-c939334eabcc · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Lower and upper bounds for numbers of linear regions of graph convolutional networks
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 80512b7a-e216-4789-a8bd-8590f20d2f93 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Sharp bounds for the number of regions of maxout networks and vertices of M inkowski sums
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 25d66f4e-7dc6-4e1d-9b5f-19e6f7d7492f · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Estimation and comparison of linear regions for R e LU networks
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 0da53b4a-31cb-409d-9563-2f03413a5485 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks On the number of linear regions of convolutional neural networks
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c7bf7fec-c4e3-4fbe-b4b5-ae64de26c922 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks 2022 , doi =
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6bf6fcde-2a07-4d93-9ab3-3aadbf30d3b9 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Using activation histograms to bound the number of affine regions in R e LU feed-forward neural networks
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 0bc6e56f-ebc9-44ae-9e3b-073cbfb70f16 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Understanding deep neural networks with rectified linear units
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation dda6b97b-8a81-462f-b4df-204f36d1b47e · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Splinecam: Exact visualization and characterization of deep network geometry and decision boundaries
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 80baa89b-41a1-4091-90cb-6d5ac2da4502 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Deep sparse rectifier neural networks
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 3d174fc6-e145-43c7-8172-1e2b16a778e3 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Rectified linear units improve restricted B oltzmann machines
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9316880e-a87c-403e-9a27-49b5e2f8a39a · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Exponential convergence rates for batch normalization: The power of length-direction decoupling in non-convex optimization
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b52dc67c-46ec-4001-b9b5-faed3cafc741 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks A mean field theory of batch normalization
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b38c1149-11ad-4279-989a-402c80cc7027 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Empirical studies on the properties of linear regions in deep neural networks
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 8cf5cad3-115b-4efd-afb4-75d3739a23cd · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Batch normalization explained
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 861c6406-8304-430a-bc60-09a27f095597 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Facing up to arrangements: Face-count formulas for partitions of space by hyperplanes
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 20d07d30-a93a-4e75-aab3-3f479340229d · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks and others
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation bcb287b4-67ae-4bac-be82-dea92df1d3a0 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks and Pascanu, Razvan and Cho, Kyunghyun and Bengio, Yoshua
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 5fe1b6cd-6f9f-42bc-80f9-5e4733d09054 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Unresolved cited work
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 5e51928a-ec5d-4911-a874-6c1c7e2ef887 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Unresolved cited work
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e6ee7fda-0c36-454b-a1e9-a3ab64e35e52 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks 2025 , doi =
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c631a6af-a43b-4aec-82bd-c864ed794216 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Baraniuk , title =
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ba306b13-ad72-45fc-98a5-e075e3333255 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Jeong and David Rolnick , title =
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a0ed46ad-9623-4bfa-8cbf-2d3f622b9b63 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Laine , title =
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ad45a536-d995-4a34-9322-fb792446ae28 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Advances in Neural Information Processing Systems , volume =
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 8448f32a-4ccd-4c5f-8315-2f1c9f3e1567 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d1d99801-52d9-4f6a-b49c-a001ac2d4e52 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Bartlett , title =
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 697de0a0-35d1-4ff8-9e58-e37f45c38232 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Journal of Computational Mathematics , volume =
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c2ba2bba-82b2-4808-a198-96b341ed2041 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks 2023 , doi =
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ceb1f256-b78b-4787-aa9e-249b81233333 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Rao , title =
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f7208436-d60a-4495-8baa-b45adc8f29b3 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Unresolved cited work
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 161af879-224e-46af-88f7-eaa3063b4635 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Advances in Neural Information Processing Systems , year=
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4e072c0f-9238-4177-988e-386be4611a2a · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 302082f9-fcea-46fe-9489-326a71e0d501 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks 2007 , publisher=
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 304c1deb-5c70-412e-822f-2e05a663dacd · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks International Conference on Neural Information Processing , pages=
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 8393980d-0030-448a-81ef-6eb4ea797a80 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks International Conference on Artificial Neural Networks , pages=
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9c285b29-518d-4ded-af30-2cbc87b31531 · outbound
Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks The Evolution of the Interplay Between Input Distributions and Linear Regions in Networks
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 5647a086-6395-4794-bc9e-a89a424808df · inbound
Expressivity Saturation: Reduced Affine Region Usage Under Increasing Task Complexity Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.