Paper Citation Record · LEDGER

Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 19 inbound Pith citation observations for arXiv:2506.18898.

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

pith.paper-citation-record.v1
2506.18898 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 19 of 19 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T21:41:11.990825Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T10:09:44.750475Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
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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 c3a0dc13-a72d-4be2-8da8-a5714a44191b · inbound

TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning cites this paper.

TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T21:41:11.990825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8379ad9-609e-4ff2-9c11-4af3053796be · inbound

Bridging Information Asymmetry: A Hierarchical Framework for Deterministic Blind Face Restoration cites this paper.

Bridging Information Asymmetry: A Hierarchical Framework for Deterministic Blind Face Restoration Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T07:38:46.910012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16d3aa9f-6f7b-4885-a065-99e9b5a2a79f · inbound

InfoTok: Information-Theoretic Regularization for Capacity-Constrained Shared Visual Tokenization in Unified MLLMs cites this paper.

InfoTok: Information-Theoretic Regularization for Capacity-Constrained Shared Visual Tokenization in Unified MLLMs Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-16T08:10:45.419989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d6f549d6-59d9-4b18-bb3e-de99e1335bb5 · inbound

Generative Refinement Networks for Visual Synthesis cites this paper.

Generative Refinement Networks for Visual Synthesis Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:01:03.247443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation bcb7a2aa-fdb1-4bb5-a13c-454254f918d4 · inbound

Generative Refinement Networks for Visual Synthesis cites this paper.

Generative Refinement Networks for Visual Synthesis Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-12T21:00:35.123495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f09bd54-8d22-4e48-9d5f-b6c7e89f3d47 · inbound

Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation cites this paper.

Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations

Reference 71

Resolution: verified exact; arxiv_id, observed 2026-05-10T09:28:39.564612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f9d5a11f-5ae7-40a6-b4ca-ea818e4428df · inbound

Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation cites this paper.

Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:41:18.793166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d48b7176-f7d3-438e-aec4-f7d2d4da5b79 · inbound

Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation cites this paper.

Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-20T23:43:51.091129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 15009bbc-4c51-493f-ad6c-cdb223faa208 · inbound

Beyond Accuracy: Benchmarking Cross-Task Consistency in Unified Multimodal Models cites this paper.

Beyond Accuracy: Benchmarking Cross-Task Consistency in Unified Multimodal Models Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:51:18.931338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8c3754db-dd38-441f-b252-095f165ad71f · inbound

Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling cites this paper.

Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-12T10:16:28.986490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d5a69bff-ca17-448e-9ae3-f6bc8539c31e · inbound

MUSE: Resolving Manifold Misalignment in Visual Tokenization via Topological Orthogonality cites this paper.

MUSE: Resolving Manifold Misalignment in Visual Tokenization via Topological Orthogonality Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations

Reference 99

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:36:07.935003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3687ca55-3ff9-4e3f-a0bc-71af85e59c14 · inbound

Residual Decoder Adapter: ID-Preserving Tokenizer Adaption for Autoregressive Text Rendering cites this paper.

Residual Decoder Adapter: ID-Preserving Tokenizer Adaption for Autoregressive Text Rendering Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:16:15.745397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 941b87cd-4ce3-4a21-ae07-4551c6228197 · inbound

ARM: An AutoRegressive Large Multimodal Model with Unified Discrete Representations cites this paper.

ARM: An AutoRegressive Large Multimodal Model with Unified Discrete Representations Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-07-03T05:07:38.533553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e09ca6db-7932-424b-9fbb-11e66550a125 · inbound

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

HYDRA-X: Native Unified Multimodal Models with Holistic Visual Tokenizers Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations

Reference 208

Resolution: verified exact; arxiv_id, observed 2026-07-03T14:38:28.862033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3af3830b-45cc-44c3-9d49-aa06204b0ded · 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 Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-04T10:09:44.751913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 68c228fb-b342-4ecd-a447-7130a6b32ea9 · 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 Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-03T23:19:02.609070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6c72ffd8-1e11-45b2-ab65-c76324a081ef · inbound

Bridging Video Understanding and Generation in a Unified Framework cites this paper.

Bridging Video Understanding and Generation in a Unified Framework Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-07-01T10:05:40.345861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 06e61899-6925-4113-a9e1-dfd30d2ed4e2 · inbound

dRAE: Representation Autoencoder with Hyper-Spherical Codes cites this paper.

dRAE: Representation Autoencoder with Hyper-Spherical Codes Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T05:45:47.428321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5376db81-4679-4749-aa0f-5ca47ef27479 · 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 Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T02:14:09.690130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.