Paper Citation Record · LEDGER

Scalable Vision Language Model Training via High Quality Data Curation

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 17 inbound Pith citation observations for arXiv:2501.05952.

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

pith.paper-citation-record.v1
2501.05952 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 17 of 17 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T12:12:30.679583Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T15:09:55.276573Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
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malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 221fb2f8-0767-4ecc-b0ff-add9d8e1fe3e · inbound

Scaling Pre-training to One Hundred Billion Data for Vision Language Models cites this paper.

Scaling Pre-training to One Hundred Billion Data for Vision Language Models Scalable Vision Language Model Training via High Quality Data Curation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-08T12:12:30.679583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99891245-cc99-4ab7-9a17-510f3a59453f · inbound

Seeing is Understanding: Unlocking Causal Attention into Modality-Mutual Attention for Multimodal LLMs cites this paper.

Seeing is Understanding: Unlocking Causal Attention into Modality-Mutual Attention for Multimodal LLMs Scalable Vision Language Model Training via High Quality Data Curation

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-23T01:25:16.423936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b2028d01-687a-41f2-a5b2-7f76926d2d2b · inbound

Circle-RoPE: Cone-like Decoupled Rotary Positional Embedding for Large Vision-Language Models cites this paper.

Circle-RoPE: Cone-like Decoupled Rotary Positional Embedding for Large Vision-Language Models Scalable Vision Language Model Training via High Quality Data Curation

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-22T14:21:39.726967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4b18d18c-0f14-454d-8fe6-7f82253a753c · inbound

Affordance Benchmark for MLLMs cites this paper.

Affordance Benchmark for MLLMs Scalable Vision Language Model Training via High Quality Data Curation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T11:59:52.599631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53938199-ee10-439f-95ff-bb1581701a47 · inbound

VGR: Visual Grounded Reasoning cites this paper.

VGR: Visual Grounded Reasoning Scalable Vision Language Model Training via High Quality Data Curation

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-19T09:12:14.410055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e768521e-f731-4390-ba9b-14a09ac76714 · inbound

MMSearch-R1: Incentivizing LMMs to Search cites this paper.

MMSearch-R1: Incentivizing LMMs to Search Scalable Vision Language Model Training via High Quality Data Curation

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-16T15:27:04.398232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cda295d1-e7e2-4768-962b-fe867de61575 · inbound

Ovis-U1 Technical Report cites this paper.

Ovis-U1 Technical Report Scalable Vision Language Model Training via High Quality Data Curation

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T22:01:19.113047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd0b9c54-068a-4ccd-8543-fb75e41684bd · inbound

SAILViT: Towards Robust and Generalizable Visual Backbones for MLLMs via Gradual Feature Refinement cites this paper.

SAILViT: Towards Robust and Generalizable Visual Backbones for MLLMs via Gradual Feature Refinement Scalable Vision Language Model Training via High Quality Data Curation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T20:53:02.977919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e726fda4-961a-49f9-9f94-11b812202f0d · inbound

Describe Anything Model for Visual Question Answering on Text-rich Images cites this paper.

Describe Anything Model for Visual Question Answering on Text-rich Images Scalable Vision Language Model Training via High Quality Data Curation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T16:51:23.196657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b047048d-af23-46fa-a388-0d7e3eb87d20 · 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 Scalable Vision Language Model Training via High Quality Data Curation

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-21T19:54:20.305212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ffa74552-aa60-46b4-9ef2-edd80efcf464 · 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 Scalable Vision Language Model Training via High Quality Data Curation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T21:43:59.233138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7a1f2b6-c17e-4c71-8291-0ba6d6dbdf98 · inbound

S-GRPO: Unified Post-Training for Large Vision-Language Models cites this paper.

S-GRPO: Unified Post-Training for Large Vision-Language Models Scalable Vision Language Model Training via High Quality Data Curation

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T08:22:37.500851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b7b0dfae-f74c-4dfc-90af-709908f83d66 · inbound

S-GRPO: Unified Post-Training for Large Vision-Language Models cites this paper.

S-GRPO: Unified Post-Training for Large Vision-Language Models Scalable Vision Language Model Training via High Quality Data Curation

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T16:10:54.128765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41f30715-eb9e-4cd9-a640-6df4c649d18f · inbound

Erase Persona, Forget Lore: Benchmarking Multimodal Copyright Unlearning in Large Vision Language Models cites this paper.

Erase Persona, Forget Lore: Benchmarking Multimodal Copyright Unlearning in Large Vision Language Models Scalable Vision Language Model Training via High Quality Data Curation

Reference 58

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T23:11:18.015960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 44e3a5ec-46ba-42eb-af05-5908e7a706a5 · inbound

Shaping Schema via Language Representation as the Next Frontier for LLM Intelligence Expanding cites this paper.

Shaping Schema via Language Representation as the Next Frontier for LLM Intelligence Expanding Scalable Vision Language Model Training via High Quality Data Curation

Reference 103

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:41:27.331648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation daf12f4d-9e6c-4abf-8a53-bfab3084d48e · inbound

ELVA: Exploring Ranking-Driven Universal Multimodal Retrieval cites this paper.

ELVA: Exploring Ranking-Driven Universal Multimodal Retrieval Scalable Vision Language Model Training via High Quality Data Curation

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T05:49:36.502408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6cf7d13e-e151-4f27-9c49-c120b048f620 · inbound

From Structure to Synergy: A Survey of Vision-Language Perception Paradigm Evolution in Multimodal Large Language Models cites this paper.

From Structure to Synergy: A Survey of Vision-Language Perception Paradigm Evolution in Multimodal Large Language Models Scalable Vision Language Model Training via High Quality Data Curation

Reference 231

Resolution: verified exact; arxiv_id, observed 2026-07-04T15:09:55.278258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.