Paper Citation Record · LEDGER

CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs

As of 15 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 3 inbound Pith citation observations for arXiv:2411.12713.

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

pith.paper-citation-record.v1
2411.12713 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T17:18:04.250443Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:44:56.602154Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-09T06:50:40.208805Z

Reference resolution

29 of 29 outbound references displayed

verified exact0
verified fuzzy16
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e5b86128-b3bc-4357-ab8f-463c58677b4e · outbound

This paper cites In: Proceedings of the IEEE International Conference on Computer Vision, pp.

CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs In: Proceedings of the IEEE International Conference on Computer Vision, pp

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:18:04.502063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 48861456-f257-4acb-9361-445c5467f6a0 · outbound

This paper cites Nature communications 12(1), 5721 (2021).

CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs Nature communications 12(1), 5721 (2021)

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T17:18:04.168773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7253cf51-f030-4c56-8842-6578b2a220e6 · outbound

This paper cites HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale.

CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T17:18:04.172031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5aad1a92-4e9c-4d30-84b6-7db537a2230b · outbound

This paper cites In: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, pp.

CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs In: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, pp

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:18:04.486200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation de88d85d-86ca-409c-8b59-752b950c6fe6 · outbound

This paper cites Hallucination of Multimodal Large Language Models: A Survey.

CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs Hallucination of Multimodal Large Language Models: A Survey

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T17:18:04.178777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f221303-cde1-48a9-8a3a-4ead3174b753 · outbound

This paper cites Advances in neural information processing systems 35, 23716–23736 (2022).

CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs Advances in neural information processing systems 35, 23716–23736 (2022)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:18:04.476387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9d79d1a4-af18-43a6-b1d2-52c3c1a426c6 · outbound

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

CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:18:04.466878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 66b91e29-fcd6-4498-a8f1-326ac81bd230 · outbound

This paper cites In: International Conference on Multimedia Modeling, pp.

CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs In: International Conference on Multimedia Modeling, pp

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:18:04.457659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 45b95102-efd4-4764-bfc2-b8214571565a · outbound

This paper cites Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective.

CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T17:18:04.191280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a01b45aa-02f0-44fb-8617-2ac88aa82f21 · outbound

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

CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:18:04.448226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a4f988b4-5a28-491b-81f0-e1ed6a77b6f9 · outbound

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

CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T17:18:04.197197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b830520-c6d7-452a-a886-17f8ebd23eec · outbound

This paper cites Advances in neural information processing systems 36 (2024).

CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs Advances in neural information processing systems 36 (2024)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:18:04.433227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4636f99d-7a33-4007-afb2-98c10059e17f · outbound

This paper cites arXiv e-prints, 2310 (2023).

CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs arXiv e-prints, 2310 (2023)

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:18:04.424143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2306dece-9cd4-4194-9d03-87f5e596f5fa · outbound

This paper cites Incorporating Visual Experts to Resolve the Information Loss in Multimodal Large Language Models.

CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs Incorporating Visual Experts to Resolve the Information Loss in Multimodal Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T17:18:04.206007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25a5fdfb-2662-4c6f-a6f0-f19926fcb3b7 · outbound

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

CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:18:04.414572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 96518008-05c1-4dbc-b08b-714f273c82d1 · outbound

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

CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:18:04.405979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f22958ea-72ae-4b13-b9c3-b6e7c59324f3 · outbound

This paper cites HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding.

CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T17:18:04.214241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15a57a99-4ccc-4c2b-8a42-b19e355865db · outbound

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

CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:18:04.396241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 51a7ae23-c569-4de5-9a14-35599d1c9973 · outbound

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

CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T17:18:04.219870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79256c74-0372-45cd-ad10-57e3378aaaed · outbound

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

CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs In: Proceedings of the IEEE/CVF International Conference on Computer Vision, pp

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T17:18:04.222674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7f638d8-e7cd-45f0-b3b5-38bce1112786 · outbound

This paper cites In: Computer Vision– ECCV 2014: 13th European Conference, Zurich, Switzerland, September 6-12, 16 2014, Proceedings, Part V 13, pp.

CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs In: Computer Vision– ECCV 2014: 13th European Conference, Zurich, Switzerland, September 6-12, 16 2014, Proceedings, Part V 13, pp

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:18:04.376505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7d0b25de-eff9-45a3-b9ef-9f603a72f48d · outbound

This paper cites InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning.

CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T17:18:04.228320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5fe87bc-3e60-4833-b0cf-b66e0c29f95c · outbound

This paper cites See https://vicuna.

CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs See https://vicuna

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:18:04.367478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation dafa2764-7289-441f-a05c-cab2f416cb30 · outbound

This paper cites Evaluating Object Hallucination in Large Vision-Language Models.

CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs Evaluating Object Hallucination in Large Vision-Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T17:18:04.234717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09e23c2f-1982-4ff7-9fe6-b23ef86d8baa · outbound

This paper cites Object Hallucination in Image Captioning.

CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs Object Hallucination in Image Captioning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T17:18:04.237562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a07374a5-0e39-4f14-aaaa-971cd488290c · outbound

This paper cites MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models.

CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-12T17:18:04.241341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79bafe2a-0fff-48ce-8f30-2c54ec045948 · outbound

This paper cites In: European Conference on Computer Vision, pp.

CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs In: European Conference on Computer Vision, pp

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:18:04.358816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0e78308c-1073-4b11-8fab-634ac2ba359e · outbound

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

CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:18:04.349794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 099c4c28-ddfa-4ccf-8577-417c3e57377b · outbound

This paper cites In: International Conference on Machine Learning, pp.

CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs In: International Conference on Machine Learning, pp

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:18:04.340963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

Observation 36425d39-aa05-4e0f-9506-abc04e3b9448 · inbound

CAI: Caption-Sensitive Attention Intervention for Mitigating Object Hallucination in Large Vision-Language Models cites this paper.

CAI: Caption-Sensitive Attention Intervention for Mitigating Object Hallucination in Large Vision-Language Models CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T21:44:56.602154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ade20b53-bd90-46ba-af70-c6fa78a8372c · inbound

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey cites this paper.

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs

Reference 199

Resolution: unresolved; no resolver link, observed 2026-08-05T20:29:03.074635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4db09bc-1988-46ac-a43a-df7bf02a4948 · inbound

CAST: Mitigating Object Hallucination in Large Vision-Language Models via Caption-Guided Visual Attention Steering cites this paper.

CAST: Mitigating Object Hallucination in Large Vision-Language Models via Caption-Guided Visual Attention Steering CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs

Reference 68

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:50:40.210359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.