Paper Citation Record · LEDGER

Towards Interpreting Visual Information Processing in Vision-Language Models

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 30 inbound Pith citation observations for arXiv:2410.07149.

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

pith.paper-citation-record.v1
2410.07149 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 30 of 30 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T12:08:51.431988Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
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External citation measurements

2
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 73d73144-6432-4148-9f8a-c10b50ba680b · inbound

What's in the Image? A Deep-Dive into the Vision of Vision Language Models cites this paper.

What's in the Image? A Deep-Dive into the Vision of Vision Language Models Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-12T12:08:51.431988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df9fd07c-8bed-4973-9504-cd4d08f1ae97 · inbound

Cross-modal Information Flow in Multimodal Large Language Models cites this paper.

Cross-modal Information Flow in Multimodal Large Language Models Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T11:06:10.086378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fc8e35a-5d9c-44e2-bb8b-e7841be52e34 · inbound

Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey cites this paper.

Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 134

Resolution: unresolved; no resolver link, observed 2026-08-11T23:54:23.795441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5c0e1f4-08fa-4fae-a4d5-f324eebe1557 · inbound

Analyzing Fine-Grained Alignment and Enhancing Vision Understanding in Multimodal Language Models cites this paper.

Analyzing Fine-Grained Alignment and Enhancing Vision Understanding in Multimodal Language Models Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:07.702315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29447404-6719-40ec-9937-d267fb413939 · inbound

AudioLens: A Closer Look at Auditory Attribute Perception of Large Audio-Language Models cites this paper.

AudioLens: A Closer Look at Auditory Attribute Perception of Large Audio-Language Models Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:45.549978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92687b32-7c75-438b-814d-b08c34cffdf8 · inbound

How Visual Representations Map to Language Feature Space in Multimodal LLMs cites this paper.

How Visual Representations Map to Language Feature Space in Multimodal LLMs Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T01:06:07.506978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ddbf9bc-4e04-43db-921b-85cfde575da9 · inbound

Self-Aware Safety Augmentation: Leveraging Internal Semantic Understanding to Enhance Safety in Vision-Language Models cites this paper.

Self-Aware Safety Augmentation: Leveraging Internal Semantic Understanding to Enhance Safety in Vision-Language Models Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T12:40:05.418595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3146891-ea2f-4e93-8e4b-87ba1a9705b5 · inbound

Short-LVLM: Compressing and Accelerating Large Vision-Language Models by Pruning Redundant Layers cites this paper.

Short-LVLM: Compressing and Accelerating Large Vision-Language Models by Pruning Redundant Layers Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T10:55:18.265684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee6278d9-e751-480a-bd78-6275ac512c91 · inbound

V-SEAM: Visual Semantic Editing and Attention Modulating for Causal Interpretability of Vision-Language Models cites this paper.

V-SEAM: Visual Semantic Editing and Attention Modulating for Causal Interpretability of Vision-Language Models Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-18T16:21:36.505496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9db6822a-5dc7-42e8-9434-9404e800ddfa · inbound

MVI-Bench: A Comprehensive Benchmark for Evaluating Robustness to Misleading Visual Inputs in LVLMs cites this paper.

MVI-Bench: A Comprehensive Benchmark for Evaluating Robustness to Misleading Visual Inputs in LVLMs Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-21T19:54:20.225280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 717efe28-5b72-47bd-bf19-0bad70126141 · inbound

MVI-Bench: A Comprehensive Benchmark for Evaluating Robustness to Misleading Visual Inputs in LVLMs cites this paper.

MVI-Bench: A Comprehensive Benchmark for Evaluating Robustness to Misleading Visual Inputs in LVLMs Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T21:44:01.204287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf2ea59a-fbbf-48d8-802f-148a6447860b · inbound

Understanding Counting Mechanisms in Large Language and Vision-Language Models cites this paper.

Understanding Counting Mechanisms in Large Language and Vision-Language Models Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-17T20:10:10.860465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 371aaf5a-e7ce-4e94-a9bb-1f0b438d264e · inbound

VLMs Need Words: Vision Language Models Ignore Visual Detail In Favor of Semantic Anchors cites this paper.

VLMs Need Words: Vision Language Models Ignore Visual Detail In Favor of Semantic Anchors Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-13T21:58:19.838229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9aa4b899-48da-4581-9a2f-e6b10bf84ba4 · inbound

Enhancing Multi-Robot Exploration Using Probabilistic Frontier Prioritization with Dirichlet Process Gaussian Mixtures cites this paper.

Enhancing Multi-Robot Exploration Using Probabilistic Frontier Prioritization with Dirichlet Process Gaussian Mixtures Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-13T13:35:02.428552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28a85ea9-cd1f-439c-9754-bb0421b9952c · inbound

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models cites this paper.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-13T20:18:13.340068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9848131b-30e0-4c93-b74f-d04e365c6f55 · inbound

From Heads to Neurons: Causal Attribution and Steering in Multi-Task Vision-Language Models cites this paper.

From Heads to Neurons: Causal Attribution and Steering in Multi-Task Vision-Language Models Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 92

Resolution: verified exact; arxiv_id, observed 2026-05-10T05:46:09.413561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 239a9c1e-f70f-4130-9e2c-6435248a535f · inbound

ProjLens: Unveiling the Role of Projectors in Multimodal Model Safety cites this paper.

ProjLens: Unveiling the Role of Projectors in Multimodal Model Safety Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 168

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:46:07.405883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 579842ef-2b0c-442d-97d9-624e1a4f720a · 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 Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-05-09T06:50:40.259446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9a32b2f3-01dc-4369-9ac7-7c58ef86ddb0 · inbound

When Language Overwrites Vision: Over-Alignment and Geometric Debiasing in Vision-Language Models cites this paper.

When Language Overwrites Vision: Over-Alignment and Geometric Debiasing in Vision-Language Models Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-12T00:51:15.370550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ad01c324-f8e8-476a-b0de-ec2af77c28f0 · inbound

When Language Overwrites Vision: Over-Alignment and Geometric Debiasing in Vision-Language Models cites this paper.

When Language Overwrites Vision: Over-Alignment and Geometric Debiasing in Vision-Language Models Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:22:58.935136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9932344f-2eed-4ff6-9ede-0014877bf3e7 · inbound

When Language Overwrites Vision: Over-Alignment and Geometric Debiasing in Vision-Language Models cites this paper.

When Language Overwrites Vision: Over-Alignment and Geometric Debiasing in Vision-Language Models Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-19T17:07:41.681980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bf977a50-5e78-4230-8871-31a7ff610c00 · inbound

When Language Overwrites Vision: Over-Alignment and Geometric Debiasing in Vision-Language Models cites this paper.

When Language Overwrites Vision: Over-Alignment and Geometric Debiasing in Vision-Language Models Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-06-30T23:45:08.071648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a1edef2e-eb6e-4a7a-8bde-a95d2843d7a7 · inbound

From Senses to Decisions: The Information Flow of Auditory and Visual Perception in Multimodal LLMs cites this paper.

From Senses to Decisions: The Information Flow of Auditory and Visual Perception in Multimodal LLMs Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-07-03T01:57:32.301867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8b6fdc94-6d06-4c8b-8f12-f84a2980c7f9 · inbound

The Hidden Evolution of Disguised Visual Context inside the VLM cites this paper.

The Hidden Evolution of Disguised Visual Context inside the VLM Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 58

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T03:29:29.216583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d467b29d-18e8-4c35-a1db-0cbb5acc4098 · inbound

Vision-Default, Prior-Override: Causal Mechanisms of Perception-Knowledge Conflict in Vision-Language Models cites this paper.

Vision-Default, Prior-Override: Causal Mechanisms of Perception-Knowledge Conflict in Vision-Language Models Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T17:15:51.998943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1e7fcd8f-d830-4ffa-ad08-ca62f0b97579 · inbound

Analysis-by-Proxy: Localization Signals in VLMs Operating as Condition Encoders cites this paper.

Analysis-by-Proxy: Localization Signals in VLMs Operating as Condition Encoders Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-07-08T05:54:33.570640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6b873ae6-e746-4faa-87db-ac947f96e8ca · inbound

TDSal: Task-Based Top-Down Saliency Prediction Model cites this paper.

TDSal: Task-Based Top-Down Saliency Prediction Model Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-14T15:15:45.858365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fa7922b-835c-4dc3-a5e8-cb48569b5b14 · inbound

Ask Twice, Look Twice: Prompt Echoing Resolves the Question-First Paradox in Vision-Language Models cites this paper.

Ask Twice, Look Twice: Prompt Echoing Resolves the Question-First Paradox in Vision-Language Models Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T23:00:47.642822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 287e32b1-9179-496c-a116-d6747c979a3e · inbound

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA cites this paper.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:11.993187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdd46c79-02f1-4c4e-86bb-b856ba020424 · inbound

Multimodal Model Diffing for Feature Discovery and Control cites this paper.

Multimodal Model Diffing for Feature Discovery and Control Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-11T04:17:56.032176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.