Paper Citation Record · LEDGER

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems

As of 7 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 2 inbound Pith citation observations for arXiv:2603.01568.

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

pith.paper-citation-record.v1
2603.01568 v2

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T19:40:47.412785Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-15T07:06:52.154090Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T07:09:49.349362Z

Reference resolution

50 of 50 outbound references displayed

verified exact0
verified fuzzy0
unresolved50
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8f4bca00-e165-4123-8d65-d59b5b221afd · outbound

This paper cites write newline.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:42.755905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9bd3c77-0680-40db-a0b8-b2b4e756c8de · outbound

This paper cites Deep Variational Information Bottleneck.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Deep Variational Information Bottleneck

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:42.942240Z

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Observation 6efef508-f63b-46bf-be7a-6607a75fd502 · outbound

This paper cites An algorithm for computing the capacity of arbitrary discrete memoryless channels.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems An algorithm for computing the capacity of arbitrary discrete memoryless channels

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:43.116538Z

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Observation 20d67901-b11a-43aa-9813-61bd653ede88 · outbound

This paper cites an unresolved cited work.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:43.362480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ac667ed-8995-4a85-98f9-c5941792d3d8 · outbound

This paper cites Some informational aspects of visual perception.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Some informational aspects of visual perception

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:43.530927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23479f28-448f-48d0-bc6a-d24ea4927ed2 · outbound

This paper cites an unresolved cited work.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:43.732284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8051d7e-e172-419d-895c-8d3ad51424e9 · outbound

This paper cites Computation of channel capacity and rate-distortion functions.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Computation of channel capacity and rate-distortion functions

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:43.921941Z

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Observation ab20acf1-6461-4b4a-a8ea-afa6a8193418 · outbound

This paper cites Approximating CNNs with Bag-of-local-Features models works surprisingly well on ImageNet.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Approximating CNNs with Bag-of-local-Features models works surprisingly well on ImageNet

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:43.962803Z

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Observation 9444c597-dadf-42bf-9f04-e0a8393f7fa4 · outbound

This paper cites and Geisler, W.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems and Geisler, W

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:44.044215Z

Source-reported events for the cited work

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Observation 4c5a4b85-7834-4898-bb19-d258fa597b20 · outbound

This paper cites A simple framework for contrastive learning of visual representations.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems A simple framework for contrastive learning of visual representations

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:44.102035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae9980b5-2afc-4811-86da-3565ca144311 · outbound

This paper cites Improved Baselines with Momentum Contrastive Learning.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Improved Baselines with Momentum Contrastive Learning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:44.165222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d17ac67-e617-412b-a7c8-1224d155746f · outbound

This paper cites an unresolved cited work.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:44.239903Z

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Unavailable: canonical work link unavailable.

Observation 9e186499-1d89-4e31-bdb4-7ab49bf8be24 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:44.316708Z

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Unavailable: canonical work link unavailable.

Observation 58327f5b-0eb2-447a-baf6-baad496eb1de · outbound

This paper cites A Systematic Review of Robustness in Deep Learning for Computer Vision: Mind the gap?.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems A Systematic Review of Robustness in Deep Learning for Computer Vision: Mind the gap?

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:44.400400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e552828-af9c-448e-a679-440ae5b6e158 · outbound

This paper cites A., and Brendel, W.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems A., and Brendel, W

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:44.454656Z

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Observation e3d44188-5bb7-410a-bc4d-a81b4a448b88 · outbound

This paper cites A., and Brendel, W.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems A., and Brendel, W

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:44.534169Z

Source-reported events for the cited work

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Observation df821f61-8cef-4cbe-8747-208dbcbe46ff · outbound

This paper cites an unresolved cited work.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:44.589326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15097677-3bb0-47b0-adab-57c46bb4a89c · outbound

This paper cites Adversarial examples are a natural consequence of test error in noise.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Adversarial examples are a natural consequence of test error in noise

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:44.642247Z

Source-reported events for the cited work

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Observation 6946f7c3-ee79-4481-8993-96b44a28b399 · outbound

This paper cites an unresolved cited work.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:44.695451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5abd7c51-49ab-4b17-8bbc-fbcf26146a10 · outbound

This paper cites Deep residual learning for image recognition.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Deep residual learning for image recognition

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:44.734116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ad29287-e94a-41c6-a963-52cc0853f5b4 · outbound

This paper cites Benchmarking Neural Network Robustness to Common Corruptions and Perturbations.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Benchmarking Neural Network Robustness to Common Corruptions and Perturbations

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:44.779714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a36ada1e-aaf1-4af4-948e-1edcbfbc8234 · outbound

This paper cites Using pre-training can improve model robustness and uncertainty.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Using pre-training can improve model robustness and uncertainty

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:44.916211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb9b38e0-4aea-4c65-a4e8-de659a082882 · outbound

This paper cites Learning robust visual representations using data augmentation invariance.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Learning robust visual representations using data augmentation invariance

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:45.062668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f814abcd-7c73-4b84-928b-7d6389590e8f · outbound

This paper cites Adversarial examples are not bugs, they are features.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Adversarial examples are not bugs, they are features

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:45.210397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87ec678e-bb8f-41fd-9d21-543dce9fe1f5 · outbound

This paper cites an unresolved cited work.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:45.267824Z

Source-reported events for the cited work

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Observation 23176c7f-c0df-4494-8dfd-f2914f31adf0 · outbound

This paper cites an unresolved cited work.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:45.350319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc76779d-2626-4990-b326-05b95c178ce5 · outbound

This paper cites Big transfer (bit): General visual representation learning.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Big transfer (bit): General visual representation learning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:45.436736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e830a87-58c5-4c22-b024-6de98798f199 · outbound

This paper cites M., and Kietzmann, T.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems M., and Kietzmann, T

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:45.527399Z

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Observation 6ab8f0ac-be46-404f-983c-5e163c139b74 · outbound

This paper cites Exploring the limits of weakly supervised pretraining.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Exploring the limits of weakly supervised pretraining

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:45.610751Z

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Observation 7a94ab5c-b9c2-43db-b5a0-8eb9526f1802 · outbound

This paper cites an unresolved cited work.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:45.697216Z

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Unavailable: canonical work link unavailable.

Observation c85a2895-3582-4cd7-95d8-1651cf7a0ca8 · outbound

This paper cites an unresolved cited work.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:45.776719Z

Source-reported events for the cited work

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Observation 4dc3772c-12e3-479a-9713-62e347e56b3b · outbound

This paper cites an unresolved cited work.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:45.869062Z

Source-reported events for the cited work

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Observation 7cff3fcb-7b6f-479e-947b-4df7c676a7dc · outbound

This paper cites W., Hallacy, C., Ramesh, A., Goh, G., Agarwal, S., Sastry, G., Askell, A., Mishkin, P., Clark, J., et al.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems W., Hallacy, C., Ramesh, A., Goh, G., Agarwal, S., Sastry, G., Askell, A., Mishkin, P., Clark, J., et al

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:45.926560Z

Source-reported events for the cited work

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Observation 6b0c9538-674f-4437-9569-f4d411d73903 · outbound

This paper cites Modeling by shortest data description.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Modeling by shortest data description

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:45.980092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10870f8a-a392-4b62-bbde-9a9653a18c46 · outbound

This paper cites an unresolved cited work.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:46.095716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6db4ecda-315e-42d4-bbb0-0f4eae1e7ad7 · outbound

This paper cites an unresolved cited work.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:46.155998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2da2ad9a-622b-4395-9daa-bfb3865f21ec · outbound

This paper cites E., Torr, P., and Sanyal, A.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems E., Torr, P., and Sanyal, A

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:46.245787Z

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Observation 42357090-e48b-4f73-9252-2dbfaa17c72c · outbound

This paper cites an unresolved cited work.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:46.332041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4a794df-7bb6-442f-8e33-27a877bc9c02 · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:46.420978Z

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Observation 6c8a42dc-218f-4095-96d3-08ea72e59a66 · outbound

This paper cites an unresolved cited work.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:46.531652Z

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Observation f9b78b10-33f9-4dab-a759-0a85b1b86168 · outbound

This paper cites P., Mahajan, D., Girshick, R., Doll \'a r, P., and Van Der Maaten, L.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems P., Mahajan, D., Girshick, R., Doll \'a r, P., and Van Der Maaten, L

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:46.616164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d98b838c-6b27-464d-838f-e1aaff155e08 · outbound

This paper cites Going deeper with convolutions.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Going deeper with convolutions

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:46.699002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a521456-00ab-408b-91a4-13951b8e9514 · outbound

This paper cites Measuring robustness to natural distribution shifts in image classification.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Measuring robustness to natural distribution shifts in image classification

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:46.815593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f629e08-eb96-47bd-aa86-f6fdeec048cf · outbound

This paper cites an unresolved cited work.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:46.884148Z

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Unavailable: canonical work link unavailable.

Observation 81bf4849-8729-43fa-8c0a-c8e7b70253c6 · outbound

This paper cites What makes for good views for contrastive learning? Advances in neural information processing systems, 33: 0 6827--6839, 2020.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems What makes for good views for contrastive learning? Advances in neural information processing systems, 33: 0 6827--6839, 2020

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:46.964248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dff4a3c1-8c18-471b-9c28-026582e1565e · outbound

This paper cites The information bottleneck method.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems The information bottleneck method

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:47.014217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5da775b-d305-463a-b841-4a039e467326 · outbound

This paper cites Optimality principles in sensorimotor control.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Optimality principles in sensorimotor control

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:47.090957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 556976d9-78b1-41bc-a923-aa7256c30088 · outbound

This paper cites an unresolved cited work.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:47.149770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe697fda-6cbb-4834-afb8-a99109d2780a · outbound

This paper cites an unresolved cited work.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:47.311751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 417cb0a0-9d9f-479e-b9cf-ce9614bf19f5 · outbound

This paper cites and Raginsky, M.

Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems and Raginsky, M

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-02T19:40:47.412785Z

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Pith citing papers

Observation d4be6623-2fcd-4b71-8d39-db7be3230527 · inbound

Directional Confusions Reveal Divergent Inductive Biases Through Rate-Distortion Geometry in Human and Machine Vision cites this paper.

Directional Confusions Reveal Divergent Inductive Biases Through Rate-Distortion Geometry in Human and Machine Vision Same Compression Principle, Different Geometry: Rate-Distortion Signatures Dissociate Biological and Artificial Visual Systems

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-07-15T01:20:56.573804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3f00d8ba-4513-4383-ab47-e6f30a74d9ad · inbound

Directional Confusions Reveal Divergent Inductive Biases Through Rate-Distortion Geometry in Human and Machine Vision cites this paper.

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-07-15T01:20:56.573804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.