Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T06:10:22.175627Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 1 inbound Pith citation observation for arXiv:2506.06194.
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 2026-08-07T06:10:22.175627Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-27T01:43:45.287360Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T19:58:54.983648Z
35 of 35 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 077cc5bd-5cef-4888-b4f6-43e95cc4caae · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers On the optimization of deep networks: Implicit acceleration by overparameterization
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c0b195a8-d314-4894-96a6-1ece1f62265f · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers A convergence analysis of gradient descent for deep linear neural networks
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 72cee3de-7baa-4906-85d8-3acf356460ce · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers Learning theory from first principles
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7e83b5ce-ead7-4d2f-b044-66f20b1f0677 · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers Learning deep linear neural networks: Riemannian gradient flows and convergence to global minimizers
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1cd4809c-3aa6-4d64-b6ac-eb1647a16dbd · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers Neural machine translation by jointly learning to align and translate
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5aa9eb54-33ce-4f52-b393-ea89f9b40216 · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers and Hennig, P
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c29dcaf1-ab28-455b-9075-d8c50364065b · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers and Bianchi, P
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c490d7ca-cc3f-4457-8a4b-e01be639d92b · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers D., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23096f6e-79a7-4746-8733-7aa1d0f68a3b · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers T., Rubanova, Y., Bettencourt, J., and Duvenaud, D
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 96cac55e-92b4-4f01-8c0b-6a2eb1f6aaa8 · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers and Bach, F
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 27738464-810f-42b6-b15f-9e7dd4af795f · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers An image is worth 16x16 words: Transformers for image recognition at scale
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a6c32dea-5973-4c65-b649-d951590fd670 · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers S., Hu, W., and Lee, J
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 72447bda-f0b9-4b19-9b60-85ab3ce312c0 · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers Handbook of Convergence Theorems for (Stochastic) Gradient Methods
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f962fed7-6f28-45e5-914c-37ab9a23fedc · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers Deep residual learning for image recognition
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 873d21a6-50bc-4ccb-8637-740d88c32c99 · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers Nonlinear system control
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 56a7c4fd-4a20-45f4-bc95-e3e260bab37a · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers and Telgarsky, M
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 99c04182-13a8-4a70-9e65-bf7f3448e788 · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers and Telgarsky, M
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5cccc2bb-3134-4dc3-9dee-f427208718a3 · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers Adam: A Method for Stochastic Optimization
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ad124e5-56c2-402b-81e1-3dcf005cad34 · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers Learning multiple layers of features from tiny images
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fcb2a6da-902e-4ae7-a7b7-51a063ff9594 · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers L., Daly, R
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8e305631-e035-4ea1-a0b5-52637fa20c6d · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers Abide by the law and follow the flow: Conservation laws for gradient flows
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a86fa713-855e-40e7-8ada-16f6a1252a9d · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers Keep the momentum: Conservation laws beyond euclidean gradient flows
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 50d9fd05-1121-4711-8595-9a9a82e4a657 · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers Implicit regularization of deep residual networks towards neural ODEs
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 89994fda-fd0c-4a61-a6c5-9c7f68e5f51f · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers On the explicit role of initialization on the convergence and implicit bias of overparametrized linear networks
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 16dace50-94ea-47b1-ab56-d50be507a6f2 · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers Unresolved cited work
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8752c814-0727-4720-84d3-fd1dffe0e0d0 · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers Unresolved cited work
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 78dcdb97-f1f0-41cc-a5e7-cf76c93640af · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers Exact solutions to the nonlinear dynamics of learning in deep linear neural networks
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06adced9-f4d6-4deb-8765-d3e4f8985410 · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers S., Gunasekar, S., and Srebro, N
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0f76fdb1-29b2-4626-88cb-e21338f22f81 · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers Equi-normalization of neural networks
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a7277663-0f17-4323-b4dc-d54315606661 · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers D., and Vidal, R
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7f0e6d96-43ce-4aae-ab0d-aa2a28b11b3c · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers Implicit Bias and Fast Convergence Rates for Self-attention
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18d21a58-7d1a-4999-baba-d9d298161444 · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers Attention is all you need
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5075481c-9eb5-4fbc-8838-e97f2989f7cb · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers Unresolved cited work
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a9050b91-3c40-4920-bb2e-d38fcdec4574 · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers Making convolutional networks shift-invariant again
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2def2e36-ee98-4f2b-afb0-148cb9e89ee4 · outbound
Transformative or Conservative? Conservation laws for ResNets and Transformers write newline
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28e13258-fb75-4285-8dfe-69745c591ec2 · inbound
Conservation Laws for Modern Neural Architectures Transformative or Conservative? Conservation laws for ResNets and Transformers
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.