Paper Citation Record · LEDGER

Harmonizing Visual Representations for Unified Multimodal Understanding and Generation

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 21 inbound Pith citation observations for arXiv:2503.21979.

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

pith.paper-citation-record.v1
2503.21979 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 21 of 21 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 21 of 21 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:18:31.895518Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-10T12:15:01.137692Z

Reference resolution

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External citation measurements

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Outbound references

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Pith citing papers

Observation 2b3bbee4-5ae8-4865-83ec-1108112e45b0 · inbound

TokLIP: Marry Visual Tokens to CLIP for Multimodal Comprehension and Generation cites this paper.

TokLIP: Marry Visual Tokens to CLIP for Multimodal Comprehension and Generation Harmonizing Visual Representations for Unified Multimodal Understanding and Generation

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-15T23:09:10.976154Z

Source-reported events for the cited work

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Observation a80dd079-0f4a-4332-859b-5b1d5949f4c9 · inbound

DiSA: Diffusion Step Annealing in Autoregressive Image Generation cites this paper.

DiSA: Diffusion Step Annealing in Autoregressive Image Generation Harmonizing Visual Representations for Unified Multimodal Understanding and Generation

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:04.231098Z

Source-reported events for the cited work

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Observation a5e5cb3f-18c4-41c5-ac11-7305a4af5284 · inbound

OpenUni: A Simple Baseline for Unified Multimodal Understanding and Generation cites this paper.

OpenUni: A Simple Baseline for Unified Multimodal Understanding and Generation Harmonizing Visual Representations for Unified Multimodal Understanding and Generation

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:15.245982Z

Source-reported events for the cited work

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Observation 58a09def-c607-40c0-b40f-9ea28861d1b1 · inbound

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation cites this paper.

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation Harmonizing Visual Representations for Unified Multimodal Understanding and Generation

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:49.859294Z

Source-reported events for the cited work

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Observation e75b459d-78b3-443f-a894-9270dc10d264 · inbound

Reconstruction Alignment Improves Unified Multimodal Models cites this paper.

Reconstruction Alignment Improves Unified Multimodal Models Harmonizing Visual Representations for Unified Multimodal Understanding and Generation

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-04T22:36:08.248358Z

Source-reported events for the cited work

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Observation 9f7a7664-068b-480c-a038-23757b08a911 · inbound

FeynmanBench: Benchmarking Multimodal LLMs on Diagrammatic Physics Reasoning cites this paper.

FeynmanBench: Benchmarking Multimodal LLMs on Diagrammatic Physics Reasoning Harmonizing Visual Representations for Unified Multimodal Understanding and Generation

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-13T16:52:59.481610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1149a9a4-a285-4b5d-b66c-f5aceed07d9c · inbound

FeynmanBench: Benchmarking Multimodal LLMs on Diagrammatic Physics Reasoning cites this paper.

FeynmanBench: Benchmarking Multimodal LLMs on Diagrammatic Physics Reasoning Harmonizing Visual Representations for Unified Multimodal Understanding and Generation

Reference 50

Resolution: unresolved; no resolver link, observed 2026-07-13T12:10:53.720348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d00a1655-ebce-4abc-ba91-ce65d35f17d2 · inbound

MAR-GRPO: Stabilized GRPO for AR-diffusion Hybrid Image Generation cites this paper.

MAR-GRPO: Stabilized GRPO for AR-diffusion Hybrid Image Generation Harmonizing Visual Representations for Unified Multimodal Understanding and Generation

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:40:58.081884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f4871b2c-0371-4777-8a3d-eedb6c0ba895 · inbound

Pseudo-Unification: Entropy Probing Reveals Divergent Information Patterns in Unified Multimodal Models cites this paper.

Pseudo-Unification: Entropy Probing Reveals Divergent Information Patterns in Unified Multimodal Models Harmonizing Visual Representations for Unified Multimodal Understanding and Generation

Reference 66

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:50:59.277057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 02848f04-40c5-4cc7-be1e-6f6c2432fe1b · inbound

Camera Control for Text-to-Image Generation via Learning Viewpoint Tokens cites this paper.

Camera Control for Text-to-Image Generation via Learning Viewpoint Tokens Harmonizing Visual Representations for Unified Multimodal Understanding and Generation

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:46:24.458005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3af64175-1c8e-4cb9-9727-eba43ed6d6fd · inbound

UniGenDet: A Unified Generative-Discriminative Framework for Co-Evolutionary Image Generation and Generated Image Detection cites this paper.

UniGenDet: A Unified Generative-Discriminative Framework for Co-Evolutionary Image Generation and Generated Image Detection Harmonizing Visual Representations for Unified Multimodal Understanding and Generation

Reference 63

Resolution: verified exact; arxiv_id, observed 2026-05-09T22:44:15.287320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b6af3b54-1388-4e76-b3c0-4b9ffa81aff5 · inbound

Images in Sentences: Scaling Interleaved Instructions for Unified Visual Generation cites this paper.

Images in Sentences: Scaling Interleaved Instructions for Unified Visual Generation Harmonizing Visual Representations for Unified Multimodal Understanding and Generation

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-13T05:52:22.714030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 40a9a53b-5dbf-41d4-bd34-b9cde05af524 · inbound

WinTok: A Win-Win Hybrid Tokenizer via Decomposing Visual Understanding and Generation with Transferable Tokens cites this paper.

WinTok: A Win-Win Hybrid Tokenizer via Decomposing Visual Understanding and Generation with Transferable Tokens Harmonizing Visual Representations for Unified Multimodal Understanding and Generation

Reference 92

Resolution: verified exact; arxiv_id, observed 2026-05-20T12:08:15.793520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 879ca5e2-fb28-429b-9c95-a44b0ce6226d · inbound

Token by Token, Compromised: Backdoor Vulnerabilities in Unified Autoregressive Models cites this paper.

Token by Token, Compromised: Backdoor Vulnerabilities in Unified Autoregressive Models Harmonizing Visual Representations for Unified Multimodal Understanding and Generation

Reference 79

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:38:05.437930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f5913998-4216-4ce2-8925-878a650dcab1 · inbound

HYDRA-X: Native Unified Multimodal Models with Holistic Visual Tokenizers cites this paper.

HYDRA-X: Native Unified Multimodal Models with Holistic Visual Tokenizers Harmonizing Visual Representations for Unified Multimodal Understanding and Generation

Reference 145

Resolution: verified exact; arxiv_id, observed 2026-07-03T14:38:28.881233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f80ece7d-474a-4a7f-849e-0cf729c50f3b · inbound

SPAR: Semantic-Pixel Self-Alignment and Adaptive Routing for Unified Multimodal Models cites this paper.

SPAR: Semantic-Pixel Self-Alignment and Adaptive Routing for Unified Multimodal Models Harmonizing Visual Representations for Unified Multimodal Understanding and Generation

Reference 55

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T10:09:44.677719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 48829565-1a03-459b-a7f2-600152fa830a · inbound

SPAR: Semantic-Pixel Self-Alignment and Adaptive Routing for Unified Multimodal Models cites this paper.

SPAR: Semantic-Pixel Self-Alignment and Adaptive Routing for Unified Multimodal Models Harmonizing Visual Representations for Unified Multimodal Understanding and Generation

Reference 62

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T23:19:02.477984Z

Source-reported events for the cited work

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Observation 02f63038-6940-4cd3-af38-483d52477528 · inbound

UniTranslator: A Unified Multi-modal Framework for End-to-end In-Image Machine Translation cites this paper.

UniTranslator: A Unified Multi-modal Framework for End-to-end In-Image Machine Translation Harmonizing Visual Representations for Unified Multimodal Understanding and Generation

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-07-04T16:09:57.559037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4784d571-1a55-4630-99cc-5d6dea84cfba · inbound

Twins: Learn to Predict Unified Representations with Focal Loss cites this paper.

Twins: Learn to Predict Unified Representations with Focal Loss Harmonizing Visual Representations for Unified Multimodal Understanding and Generation

Reference 182

Resolution: unresolved; no resolver link, observed 2026-08-01T04:30:03.046647Z

Source-reported events for the cited work

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Observation e794fb98-3746-4095-a919-f93c121b53c6 · inbound

Argus-Unified: Towards A Compact and Economical Unified Model for Image Understanding and Generation cites this paper.

Argus-Unified: Towards A Compact and Economical Unified Model for Image Understanding and Generation Harmonizing Visual Representations for Unified Multimodal Understanding and Generation

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-01T02:14:09.791253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40aeaab2-5f0f-4ce1-8d4a-ac5288f0a93c · inbound

XYZFlow:Scaling Multi dimensional Shortcut Flows for Efficient Generative Modeling cites this paper.

XYZFlow:Scaling Multi dimensional Shortcut Flows for Efficient Generative Modeling Harmonizing Visual Representations for Unified Multimodal Understanding and Generation

Reference 221

Resolution: unresolved; no resolver link, observed 2026-08-16T00:18:31.895518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.