Pith. sign in

Paper Citation Record · LEDGER

Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2312.00968.

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

pith.paper-citation-record.v1
2312.00968 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:57:13.668718Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T00:38:34.088153Z

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 887ed76a-1e23-4718-a58f-6ce467f04336 · inbound

Superposition in Transformers: A Novel Way of Building Mixture of Experts cites this paper.

Superposition in Transformers: A Novel Way of Building Mixture of Experts Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-10T22:53:58.543636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:53:58.543636Z digest=sha256:ab538cb61ea7009dbb949b5863462253ae2ba3d4c346d98cd98faf9151f39ab5

Observation 9bb880fd-9aa8-4e9c-8958-4149e4a893fa · inbound

UNIFORM: Unifying Knowledge from Large-scale and Diverse Pre-trained Models cites this paper.

UNIFORM: Unifying Knowledge from Large-scale and Diverse Pre-trained Models Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-15T16:57:13.668718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:57:13.668718Z digest=sha256:f10d5825fffc77029a2ff2bfed2352f3e95a674ad27f5a711db1d70bc3a27171

Observation ab9fb1f3-b3b5-4d10-aaf2-d2c03cca4f2f · inbound

Relax Within, Balance Across: Geometry-Guided Load Balancing for Vision-Language Mixture-of-Experts cites this paper.

Relax Within, Balance Across: Geometry-Guided Load Balancing for Vision-Language Mixture-of-Experts Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-08-05T00:38:34.138958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T00:38:33.387572Z digest=sha256:eada9e0b9a158a9dbd47d3001e3a7e53adf771431b36e0a56d2d7038578415fd