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Paper Citation Record · LEDGER

OFASys: A Multi-Modal Multi-Task Learning System for Building Generalist Models

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2212.04408.

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

pith.paper-citation-record.v1
2212.04408 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 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 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:43:33.884437Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T17:18:43.708105Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • 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 d1f3a525-27a8-4630-a34b-89abd0681f0e · inbound

Vision Generalist Model: A Survey cites this paper.

Vision Generalist Model: A Survey OFASys: A Multi-Modal Multi-Task Learning System for Building Generalist Models

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T04:43:33.884437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:43:33.884437Z digest=sha256:4ff2a9b5fa5bea6432be69c3e7e0226c7c220047b65c070b29d6595992aed545

Observation 6a6e8a6e-a713-420d-bfdc-f65d6484f52d · inbound

Multi-modal video data-pipelines for machine learning with minimal human supervision cites this paper.

Multi-modal video data-pipelines for machine learning with minimal human supervision OFASys: A Multi-Modal Multi-Task Learning System for Building Generalist Models

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-04T09:33:49.596784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:33:49.596784Z digest=sha256:599e79fb2f37f3f62bf6a19a769ab1fca6bda5899f59a1eb8af2fc487b0f6dbd

Observation 015b9a0f-50de-46cb-b478-509fee158ba9 · inbound

Mosaic: Towards Efficient Training of Multimodal Models with Spatial Resource Multiplexing cites this paper.

Mosaic: Towards Efficient Training of Multimodal Models with Spatial Resource Multiplexing OFASys: A Multi-Modal Multi-Task Learning System for Building Generalist Models

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-20T07:53:24.743300Z

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.

source=pdf_text observed=2026-05-20T07:53:11.761843Z digest=sha256:26b62d242aa3c53548234c914acb9d8abf1de7c4c1f092522c75ab8c481dd73e

Observation fe77d910-1ed9-4639-855a-e3ab39c5ca41 · inbound

Qwen-RobotWorld Technical Report: Unifying Embodied World Modeling through Language-Conditioned Video Generation cites this paper.

Qwen-RobotWorld Technical Report: Unifying Embodied World Modeling through Language-Conditioned Video Generation OFASys: A Multi-Modal Multi-Task Learning System for Building Generalist Models

Reference 81

Resolution
verified exact
arxiv_id, observed 2026-07-03T17:18:43.709698Z

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.

source=arxiv_source observed=2026-06-27T04:19:26.332718Z digest=sha256:641c9ed4e85ba38841231e81218a15b83131f93096a3f2e757abae7e4c704b2e

Observation 9cc239a4-89e6-4ac8-ab6f-62f6b74a1d6f · inbound

Qwen-Audio-VAE Technical Report cites this paper.

Qwen-Audio-VAE Technical Report OFASys: A Multi-Modal Multi-Task Learning System for Building Generalist Models

Reference 96

Resolution
unresolved
no resolver link, observed 2026-07-14T03:31:19.309532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-14T03:31:19.309532Z digest=sha256:36369d67ff5c1a3c9551aa2e19d2397bd630da6e405e4950f43330f63526ffbd

Observation 1bdc35e5-15cf-4122-9654-26c01f86a05c · inbound

QLPO: Quadrant-weighted Sampling for Length-aware Policy Optimization cites this paper.

QLPO: Quadrant-weighted Sampling for Length-aware Policy Optimization OFASys: A Multi-Modal Multi-Task Learning System for Building Generalist Models

Reference 228

Resolution
unresolved
no resolver link, observed 2026-08-01T06:48:49.636334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T06:48:49.636334Z digest=sha256:44c7396793930c6e087f019559a1109fbfb4cb31e96a80acd1fec12f092ba17d