Paper Citation Record · LEDGER

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles

As of 9 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2608.04483.

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

pith.paper-citation-record.v1
2608.04483 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:28:40.544820Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

32 of 32 outbound references displayed

verified exact0
verified fuzzy9
unresolved23
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 61971983-5d58-425f-b26b-20ec2d85795e · outbound

This paper cites an unresolved cited work.

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:35.819232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c305e2d-6b0e-401c-a586-6b360e1b1bb6 · outbound

This paper cites Eliciting Latent Predictions from Transformers with the Tuned Lens.

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles Eliciting Latent Predictions from Transformers with the Tuned Lens

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:35.897893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 025238c3-e1fd-457c-add6-b0e09d7e0b6f · outbound

This paper cites an unresolved cited work.

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:45.008212Z

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 b14d81a2-a475-495f-86da-ff4c12fbf1be · outbound

This paper cites In: Computer Vision – ECCV 2024, pp.

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles In: Computer Vision – ECCV 2024, pp

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:44.754744Z

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 5d3bfe0c-f150-4133-be6a-10cc2d47abcc · outbound

This paper cites an unresolved cited work.

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:44.511746Z

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 94b54f3e-41c3-4212-8c95-75f395b34f31 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:44.306135Z

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 cc3ff536-cf3d-4335-a922-513007c7c367 · outbound

This paper cites Advances in Neural Information Processing Systems38(2026).

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles Advances in Neural Information Processing Systems38(2026)

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:44.019453Z

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 d2fd79dd-985c-4e72-a590-fedf75089f3e · outbound

This paper cites In: Proceedings of the IEEE conference on computer vision and pattern recognition.

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles In: Proceedings of the IEEE conference on computer vision and pattern recognition

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:36.745108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 180acb54-ce0a-4f54-a188-b26ad9b07e98 · outbound

This paper cites In: Proceedings of the IEEE conference on computer vision and pattern recognition.

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles In: Proceedings of the IEEE conference on computer vision and pattern recognition

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:43.666108Z

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 d9da1c8c-d270-4e17-9e88-aecbff1eee97 · outbound

This paper cites In: Proceedings of the IEEE/CVF confer- ence on computer vision and pattern recognition.

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles In: Proceedings of the IEEE/CVF confer- ence on computer vision and pattern recognition

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:37.006150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3d50622-5aed-48d4-8ab1-e94dc00b8762 · outbound

This paper cites The Platonic Representation Hypothesis.

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles The Platonic Representation Hypothesis

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:37.134747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd3f7e0f-08b8-4be6-bc56-4994d17e9b8b · outbound

This paper cites See What You Are Told: Visual Attention Sink in Large Multimodal Models.

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles See What You Are Told: Visual Attention Sink in Large Multimodal Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:37.236788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fd1f73e-02a4-44df-83ba-084d7abe1cce · outbound

This paper cites LatentLens: Revealing Highly Interpretable Visual Tokens in LLMs.

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles LatentLens: Revealing Highly Interpretable Visual Tokens in LLMs

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:37.409153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37bf6a49-c8ac-4448-b06a-169e04de16db · outbound

This paper cites SEED-Bench: Benchmarking Multimodal LLMs with Generative Comprehension.

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles SEED-Bench: Benchmarking Multimodal LLMs with Generative Comprehension

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:37.582884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8fa5572-7ca5-4801-b4df-c11692e3f017 · outbound

This paper cites Advances in Neural Information Processing Systems36, 41451–41530 (2023).

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles Advances in Neural Information Processing Systems36, 41451–41530 (2023)

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:37.754795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39e70777-805b-4e8b-be4a-148e5dc1be8d · outbound

This paper cites International Journal of Computer Vision pp.

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles International Journal of Computer Vision pp

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:43.457506Z

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 d5b8a722-b4f7-4ab8-ad6f-c5aaa23d8449 · outbound

This paper cites In: Proceedings of the 2023 conference on empirical methods in natural language processing.

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles In: Proceedings of the 2023 conference on empirical methods in natural language processing

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:38.035892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e09174be-8578-4799-a119-2cef34dea518 · outbound

This paper cites In: European conference on computer vision.

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles In: European conference on computer vision

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:38.234865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f52fe956-3274-4d46-9afe-02b27e121256 · outbound

This paper cites In: Proceedings of the AAAI Confer- ence on Artificial Intelligence.

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles In: Proceedings of the AAAI Confer- ence on Artificial Intelligence

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:43.238146Z

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 5abec24d-6c0d-4f60-b373-24849b60a98c · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:38.578307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2611f6fa-6c1d-485b-bb39-1c5a9dcf08e2 · outbound

This paper cites Advances in neural information processing systems pp.

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles Advances in neural information processing systems pp

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:42.982528Z

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 93623508-8456-402d-bd80-ae146cbcb6b5 · outbound

This paper cites an unresolved cited work.

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:39.002713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6507477a-daf0-48d0-8094-f9332c875b1b · outbound

This paper cites Science China Information Sciences67(12), 220102 (2024).

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles Science China Information Sciences67(12), 220102 (2024)

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:39.143341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e48d309-a8fd-4482-bfb8-f019db846c9a · outbound

This paper cites Advances in neural information processing systems35, 2507– 2521 (2022).

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles Advances in neural information processing systems35, 2507– 2521 (2022)

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:39.317687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e226065b-9e7c-4ec1-ab15-cee653342f1c · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision.

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles In: Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:39.475025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 347deef3-3598-4eba-bc1a-74b5c53c2e62 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:39.614864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b698cb07-ef60-4aae-b08c-ef9ad7268c6d · outbound

This paper cites ImportantTokens.

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles ImportantTokens

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:42.694125Z

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 08b9b0ad-f5bf-4c92-bcc8-21cb1c0f82f3 · outbound

This paper cites an unresolved cited work.

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:42.444325Z

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 32f87d4f-e7b9-47d1-b932-5e17304bd545 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:40.095848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21d093f5-8a5f-449f-8e29-4021cb771f50 · outbound

This paper cites In: Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing.

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles In: Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:42.155250Z

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 0575a3a0-9508-424c-afef-b0aaa7e4915a · outbound

This paper cites an unresolved cited work.

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:41.775047Z

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 fbf84cdc-d7a2-411c-875a-e43ada6ca3a1 · outbound

This paper cites Representation Engineering: A Top-Down Approach to AI Transparency.

Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles Representation Engineering: A Top-Down Approach to AI Transparency

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:40.544820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.