Paper Citation Record · LEDGER

Semantic Robustness Certification for Vision-Language Models

As of 5 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2606.18839.

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

pith.paper-citation-record.v1
2606.18839 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-26T21:32:54.522220Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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

14 of 14 outbound references displayed

verified exact8
verified fuzzy0
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d781d1b0-3d77-4ab3-933a-029a48e9133e · outbound

This paper cites GPT-4 Technical Report.

Semantic Robustness Certification for Vision-Language Models GPT-4 Technical Report

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T23:59:07.057706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 66a59692-bfd6-4c34-a769-68a91253990f · outbound

This paper cites Food-101– mining discriminative components with random forests.

Semantic Robustness Certification for Vision-Language Models Food-101– mining discriminative components with random forests

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-26T21:32:54.522220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 362f6d85-831a-4e85-8032-4032cd63a291 · outbound

This paper cites Interpreting CLIP: Insights on the Robustness to ImageNet Distribution Shifts.

Semantic Robustness Certification for Vision-Language Models Interpreting CLIP: Insights on the Robustness to ImageNet Distribution Shifts

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-03T23:59:07.073171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 52301229-1dc5-4d56-8335-65f646cba09d · outbound

This paper cites Complete Verification via Multi-Neuron Relaxation Guided Branch-and-Bound.

Semantic Robustness Certification for Vision-Language Models Complete Verification via Multi-Neuron Relaxation Guided Branch-and-Bound

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-07-03T23:59:07.081746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 365625cd-f28f-4524-b722-37a82054181a · outbound

This paper cites Seed1.5-VL Technical Report.

Semantic Robustness Certification for Vision-Language Models Seed1.5-VL Technical Report

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-07-03T23:59:07.085282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ba317e7a-49f1-4aa6-9164-6f12c495b091 · outbound

This paper cites Mmt-ard: Multimodal multi-teacher adversarial distillation for robust vision-language models.

Semantic Robustness Certification for Vision-Language Models Mmt-ard: Multimodal multi-teacher adversarial distillation for robust vision-language models

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-03T23:59:07.078587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2bae19ac-3899-4aee-8788-6dba7a799244 · outbound

This paper cites Fine-Grained Visual Classification of Aircraft.

Semantic Robustness Certification for Vision-Language Models Fine-Grained Visual Classification of Aircraft

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-07-03T23:59:07.089292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 89952cc8-2263-4c1c-b85d-c46a9375ba8c · outbound

This paper cites Robust CLIP: Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models.

Semantic Robustness Certification for Vision-Language Models Robust CLIP: Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T23:59:07.065828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3d5a0d0f-55a5-4b0b-935d-b57c087bef80 · outbound

This paper cites UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild.

Semantic Robustness Certification for Vision-Language Models UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-07-03T23:59:07.077457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation bf11003b-d52f-4c1e-aa4e-e495a2eadfb7 · outbound

This paper cites Local path inte- gration for attribution.

Semantic Robustness Certification for Vision-Language Models Local path inte- gration for attribution

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-03T23:59:07.073552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fd3bbc3c-8a0b-4237-9c61-275a5a12034f · outbound

This paper cites Ants: Adaptive negative textual space shaping for ood detection via test-time mllm understanding and reasoning.

Semantic Robustness Certification for Vision-Language Models Ants: Adaptive negative textual space shaping for ood detection via test-time mllm understanding and reasoning

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-07-03T23:59:07.068467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 89513444-b139-46c0-aedd-fb6ad45b2fcb · outbound

This paper cites an unresolved cited work.

Semantic Robustness Certification for Vision-Language Models Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-26T21:32:54.522220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 536ae4fb-f0c4-4203-b35a-926900fc574c · outbound

This paper cites We therefore use multimodal large language models (MLLM) (e.g., GPT models (Achiam et al.,.

Semantic Robustness Certification for Vision-Language Models We therefore use multimodal large language models (MLLM) (e.g., GPT models (Achiam et al.,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-26T21:32:54.522220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53260d3c-83ef-4280-8c3b-4e42e916b035 · outbound

This paper cites a photo of a [attribute] [class].

Semantic Robustness Certification for Vision-Language Models a photo of a [attribute] [class]

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-26T21:32:54.522220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.