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Paper Citation Record · LEDGER

Effects of sparsity and superposition on loss in simple autoencoders

As of 9 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2606.18538.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2606.18538 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T00:42:38.731624Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

25 of 25 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved21
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d1c1292e-9e5d-4d82-8838-5f1a7dd24329 · outbound

This paper cites Toy Models of Superposition.

Effects of sparsity and superposition on loss in simple autoencoders Toy Models of Superposition

Reference 1

Resolution
metadata mismatch
local_arxiv, observed 2026-07-03T21:18:59.464003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-27T00:42:38.731624Z digest=sha256:266cdc650bd7aa883d9e1efcdd670478e24e1671bc829e27e8ede6ac2c0eee79

Observation ae0893b8-5f23-448d-aef3-b63a54cf5189 · outbound

This paper cites 2023 , month = oct, url =.

Effects of sparsity and superposition on loss in simple autoencoders 2023 , month = oct, url =

Reference 2

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unresolved
no resolver link, observed 2026-06-27T00:42:38.731624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-27T00:42:38.731624Z digest=sha256:19e2a4562fe21d51240708bb11702e9afae29cf9cecd449903e18896c04f3960

Observation 7f65bb0c-ade1-49ff-b677-0a4c248caea3 · outbound

This paper cites Transformer Circuits Thread , year=.

Effects of sparsity and superposition on loss in simple autoencoders Transformer Circuits Thread , year=

Reference 3

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unresolved
no resolver link, observed 2026-06-27T00:42:38.731624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-27T00:42:38.731624Z digest=sha256:fbd14e40da38aa6ff0e8476cc0d807b1048096c7bd9aaa3e9196e6dc06a62e1a

Observation e069dd7a-2d0c-4092-a636-1d64cf7949c6 · outbound

This paper cites an unresolved cited work.

Effects of sparsity and superposition on loss in simple autoencoders Unresolved cited work

Reference 4

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unresolved
no resolver link, observed 2026-06-27T00:42:38.731624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-27T00:42:38.731624Z digest=sha256:d86eefee3a553d0dc549f15cb577b3d59f69986a007f98d425536da6e20633e1

Observation 7dcdd540-a483-4f94-9fdd-afcdd5aebf14 · outbound

This paper cites Weighted Poincar.

Effects of sparsity and superposition on loss in simple autoencoders Weighted Poincar

Reference 5

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unresolved
no resolver link, observed 2026-06-27T00:42:38.731624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-27T00:42:38.731624Z digest=sha256:c32d6c99267d8eaf35541d38f361d18a75d4c8105fa7f4a1fd66b01fae373a02

Observation d1853781-8d91-4bd1-ab13-ed2165a628e2 · outbound

This paper cites IEEE transactions on information theory , volume=.

Effects of sparsity and superposition on loss in simple autoencoders IEEE transactions on information theory , volume=

Reference 6

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unresolved
no resolver link, observed 2026-06-27T00:42:38.731624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-27T00:42:38.731624Z digest=sha256:80e22fc0cfb2fa22ec2439788fee2cbc62c63b6d752dd8fb98e0ab4c459f50ab

Observation 8e298b62-e5ad-4755-b95a-bd2b6ce151e3 · outbound

This paper cites 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pages=.

Effects of sparsity and superposition on loss in simple autoencoders 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pages=

Reference 7

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unresolved
no resolver link, observed 2026-06-27T00:42:38.731624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-27T00:42:38.731624Z digest=sha256:4750c4a0fa996d380f724335cb6b1eae2484fa8196224095bd5ba81641033579

Observation 6b30b6d6-1bc4-4f01-ab62-d05faf447e40 · outbound

This paper cites IEEE transactions on information theory , volume=.

Effects of sparsity and superposition on loss in simple autoencoders IEEE transactions on information theory , volume=

Reference 8

Resolution
unresolved
no resolver link, observed 2026-06-27T00:42:38.731624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-27T00:42:38.731624Z digest=sha256:45f704e0e91b5e7d282501c46c436fd2ef1eff43a2a05eaa5c19ede669c5aaaf

Observation af4e7cd8-6533-4d6e-ab40-ec81e2e202cd · outbound

This paper cites an unresolved cited work.

Effects of sparsity and superposition on loss in simple autoencoders Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-06-27T00:42:38.731624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-27T00:42:38.731624Z digest=sha256:e67b275056b38f6fa14c769fe282a6523a11c00a0fe4d2347af79a14409319fa

Observation a1854ea1-91ea-4db3-8318-6c79f3fafbef · outbound

This paper cites Mathematics and its Applications , year=.

Effects of sparsity and superposition on loss in simple autoencoders Mathematics and its Applications , year=

Reference 10

Resolution
unresolved
no resolver link, observed 2026-06-27T00:42:38.731624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-27T00:42:38.731624Z digest=sha256:e6f14df9e2e7b9622a0319300769b0fca042507e8d915cd6f81f685225925be2

Observation b0cac705-15ca-45ee-b9a1-17c946f2ad4f · outbound

This paper cites 2020 , eprint=.

Effects of sparsity and superposition on loss in simple autoencoders 2020 , eprint=

Reference 11

Resolution
unresolved
no resolver link, observed 2026-06-27T00:42:38.731624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-27T00:42:38.731624Z digest=sha256:861800510c5547fb2a365fbdb207fced24dd127daac653472ced909c9966070e

Observation 714e31ea-7d95-435c-ae72-dee1d00ac29d · outbound

This paper cites 2020 , eprint=.

Effects of sparsity and superposition on loss in simple autoencoders 2020 , eprint=

Reference 12

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unresolved
no resolver link, observed 2026-06-27T00:42:38.731624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-27T00:42:38.731624Z digest=sha256:0d67096544d3f5c75cd809f69dd811c47ecb23952c2224e92b28d7968265830f

Observation 7503a831-8490-4947-b9af-de77097c43a8 · outbound

This paper cites Proceedings of the National Academy of Sciences , volume =.

Effects of sparsity and superposition on loss in simple autoencoders Proceedings of the National Academy of Sciences , volume =

Reference 13

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unresolved
no resolver link, observed 2026-06-27T00:42:38.731624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-27T00:42:38.731624Z digest=sha256:97dc8fb73b464f65bb88eb0d521be5ee2cb26950b9f5c09bdd282baf872c8df6

Observation 0ed3502a-171b-4d59-bd91-2727980c9ccf · outbound

This paper cites 2022 , eprint=.

Effects of sparsity and superposition on loss in simple autoencoders 2022 , eprint=

Reference 14

Resolution
unresolved
no resolver link, observed 2026-06-27T00:42:38.731624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-27T00:42:38.731624Z digest=sha256:99b75ef96b0f4e93222638bbdefd3ac24b20c7ddf2c4dce3ecb083a06e489f0c

Observation ec5cb98f-0cfa-4662-9168-2a4ecd5fbc00 · outbound

This paper cites Advances in neural information processing systems , volume=.

Effects of sparsity and superposition on loss in simple autoencoders Advances in neural information processing systems , volume=

Reference 15

Resolution
unresolved
no resolver link, observed 2026-06-27T00:42:38.731624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-27T00:42:38.731624Z digest=sha256:16c15eb47a4b7dabd23de55036962683ee653883f4449ef32508992881e4ec4c

Observation 18d71353-c1b5-40a5-b84a-74ffb3a5525d · outbound

This paper cites IEEE Transactions on Information theory , volume=.

Effects of sparsity and superposition on loss in simple autoencoders IEEE Transactions on Information theory , volume=

Reference 16

Resolution
unresolved
no resolver link, observed 2026-06-27T00:42:38.731624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-27T00:42:38.731624Z digest=sha256:f46772e9ac4e256d7799355d43bff4ceaa81e8a885a7a274180039d75af041bc

Observation c130e1a5-b3b4-4bf6-a65d-316e7e43c34c · outbound

This paper cites On the subspaces of.

Effects of sparsity and superposition on loss in simple autoencoders On the subspaces of

Reference 17

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unresolved
no resolver link, observed 2026-06-27T00:42:38.731624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-27T00:42:38.731624Z digest=sha256:c5bf148949b7feacb23cd1a8247c7761c03e5b85e7e9f625de4d9d40c070c26c

Observation b4ff1e3a-46dd-4dc4-ba9d-3477ec706572 · outbound

This paper cites 1976 , publisher=.

Effects of sparsity and superposition on loss in simple autoencoders 1976 , publisher=

Reference 18

Resolution
unresolved
no resolver link, observed 2026-06-27T00:42:38.731624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-27T00:42:38.731624Z digest=sha256:d50caeb11a16321f22906b6e88eaad9b4004bca59b9f89304ab7be1d7c3b1d1a

Observation 92aeee74-5a46-40a6-ac27-626e2aff2d52 · outbound

This paper cites Book draft available at https://chewisinho.github.io , volume=.

Effects of sparsity and superposition on loss in simple autoencoders Book draft available at https://chewisinho.github.io , volume=

Reference 19

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unresolved
no resolver link, observed 2026-06-27T00:42:38.731624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-27T00:42:38.731624Z digest=sha256:31401a562d2bee97ebe9e273d5129c86bee5b44471fa81f29fb4bbe80d0a82e9

Observation 33d3941a-0c45-4d5b-9e59-f78255772505 · outbound

This paper cites AI Alignment Forum , volume=.

Effects of sparsity and superposition on loss in simple autoencoders AI Alignment Forum , volume=

Reference 20

Resolution
unresolved
no resolver link, observed 2026-06-27T00:42:38.731624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-27T00:42:38.731624Z digest=sha256:48272d1fe6342d269e38b82455f06247f701ffde3e6849eb5e690df9093978cc

Observation af2956e1-0db3-4196-8d68-8b055190cc0b · outbound

This paper cites The Persian Rug: solving toy models of superposition using large-scale symmetries.

Effects of sparsity and superposition on loss in simple autoencoders The Persian Rug: solving toy models of superposition using large-scale symmetries

Reference 21

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T21:18:59.459333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-27T00:42:38.731624Z digest=sha256:330c1d79cfd42b20fe908b60ef79ba604cd006ebda244c4b2b232b95f035bc93

Observation f867e46b-7de1-4a64-983e-1d22c6031872 · outbound

This paper cites Superposition as lossy compression: Measure with sparse autoencoders and connect to adversarial vulnerability.

Effects of sparsity and superposition on loss in simple autoencoders Superposition as lossy compression: Measure with sparse autoencoders and connect to adversarial vulnerability

Reference 22

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T21:18:59.461842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-27T00:42:38.731624Z digest=sha256:dbec59da0b2e6d88084a7f3b961a41842a3a739cdce41046b3ee4a0529d488a5

Observation 1f333e80-f773-4310-a658-1931680e3f5a · outbound

This paper cites Sparse Autoencoders Find Highly Interpretable Features in Language Models.

Effects of sparsity and superposition on loss in simple autoencoders Sparse Autoencoders Find Highly Interpretable Features in Language Models

Reference 23

Resolution
metadata mismatch
local_arxiv, observed 2026-07-03T21:18:59.455520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-27T00:42:38.731624Z digest=sha256:766e989d8199eea549d501c1df64c3f65a0af1a8ea08ac074137085b7b3b4851

Observation 48cf612c-a9d3-4a41-adb0-bb91c8899e79 · outbound

This paper cites Nature , volume=.

Effects of sparsity and superposition on loss in simple autoencoders Nature , volume=

Reference 24

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unresolved
no resolver link, observed 2026-06-27T00:42:38.731624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-27T00:42:38.731624Z digest=sha256:f14d9468cb5bd95b89239b36db630e84e4afa1c0a63f966049c77a7e554b169d

Observation 460bb4af-8389-4760-bb06-2bd36a64b4c6 · outbound

This paper cites 2018 IEEE International Symposium on Information Theory (ISIT) , pages=.

Effects of sparsity and superposition on loss in simple autoencoders 2018 IEEE International Symposium on Information Theory (ISIT) , pages=

Reference 25

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unresolved
no resolver link, observed 2026-06-27T00:42:38.731624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-27T00:42:38.731624Z digest=sha256:2275f8f009e1f49a98e5272c45548b5413501e5977b82dff5f5dd12efb4880a7

Pith citing papers

No inbound Pith citation observations are available.