Paper Citation Record · LEDGER

Be Consistent! Enhancing Robust Visual Reasoning in LVLMs with Consistency Constraints

As of 19 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2607.21722.

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

pith.paper-citation-record.v1
2607.21722 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T06:57:18.914663Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

13 of 13 outbound references displayed

verified exact0
verified fuzzy0
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 15ec8dd7-14f7-4900-a712-731fa3606e04 · outbound

This paper cites the captions indicate xxx.

Be Consistent! Enhancing Robust Visual Reasoning in LVLMs with Consistency Constraints the captions indicate xxx

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T06:57:18.782596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd694cc4-0363-4205-8abb-169e2c85fa6b · outbound

This paper cites Did the batter hit the ball?.

Be Consistent! Enhancing Robust Visual Reasoning in LVLMs with Consistency Constraints Did the batter hit the ball?

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T06:57:18.914663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b33aaa4-42ec-4fb4-931e-f539ede9d8bb · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

Be Consistent! Enhancing Robust Visual Reasoning in LVLMs with Consistency Constraints Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T06:57:18.087406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6aaf048c-e076-4227-9ce0-ff46e27f46cf · outbound

This paper cites Understanding R1-Zero-Like Training: A Critical Perspective.

Be Consistent! Enhancing Robust Visual Reasoning in LVLMs with Consistency Constraints Understanding R1-Zero-Like Training: A Critical Perspective

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T06:57:18.154836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ad39a50-c1cd-4d7a-a648-a2ce346ad4d6 · outbound

This paper cites the captions indicate xxx.

Be Consistent! Enhancing Robust Visual Reasoning in LVLMs with Consistency Constraints the captions indicate xxx

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T06:57:18.667625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dce7edf-c482-4a21-a6ef-c0287048a798 · outbound

This paper cites the captions indicate xxx.

Be Consistent! Enhancing Robust Visual Reasoning in LVLMs with Consistency Constraints the captions indicate xxx

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T06:57:18.844499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 393497a2-014d-4177-ad33-76425556737e · outbound

This paper cites InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models.

Be Consistent! Enhancing Robust Visual Reasoning in LVLMs with Consistency Constraints InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Reference 141

Resolution: unresolved; no resolver link, observed 2026-08-01T06:57:18.567735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c070e9f7-19e0-464c-b49f-342295255c28 · outbound

This paper cites Are there more people on the side- walk than cars on the road?.

Be Consistent! Enhancing Robust Visual Reasoning in LVLMs with Consistency Constraints Are there more people on the side- walk than cars on the road?

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-01T06:57:18.605247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 417fb83b-13f6-4d46-a6a8-2fc502de36b8 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Be Consistent! Enhancing Robust Visual Reasoning in LVLMs with Consistency Constraints Proximal Policy Optimization Algorithms

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-01T06:57:18.371670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7231157d-850c-44cc-84f1-a7f236f0fac7 · outbound

This paper cites OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models.

Be Consistent! Enhancing Robust Visual Reasoning in LVLMs with Consistency Constraints OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-01T06:57:17.954092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65874504-1484-4b0e-a595-0a0b0fbd12f4 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Be Consistent! Enhancing Robust Visual Reasoning in LVLMs with Consistency Constraints LLaMA: Open and Efficient Foundation Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T06:57:18.432377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d89c2be4-d4de-429b-ba49-e01eb02fae3b · outbound

This paper cites Qwen2.5-VL Technical Report.

Be Consistent! Enhancing Robust Visual Reasoning in LVLMs with Consistency Constraints Qwen2.5-VL Technical Report

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-01T06:57:18.017183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 621ba706-5f2c-443e-a386-cdfeb9cb9df6 · outbound

This paper cites Rowan Zellers, Yonatan Bisk, Ali Farhadi, and Yejin Choi.

Be Consistent! Enhancing Robust Visual Reasoning in LVLMs with Consistency Constraints Rowan Zellers, Yonatan Bisk, Ali Farhadi, and Yejin Choi

Reference 9567

Resolution: unresolved; no resolver link, observed 2026-08-01T06:57:18.502994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.