Paper Citation Record · LEDGER

Mind the Gap: Preserving and Compensating for the Modality Gap in CLIP-Based Continual Learning

As of 4 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2507.09118.

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

pith.paper-citation-record.v1
2507.09118 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T04:33:52.705616Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T13:48:20.427551Z

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 7c999a70-12bb-44ad-91ac-f6f7d70ecfb5 · inbound

Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting cites this paper.

Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting Mind the Gap: Preserving and Compensating for the Modality Gap in CLIP-Based Continual Learning

Reference 74

Resolution: verified exact; arxiv_id, observed 2026-05-21T23:44:26.863294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 8d09b3e3-c971-4844-afe1-150fb1e9d2c3 · inbound

InduceKV: Fixed-Footprint Continual Adaptation of Multimodal LLMs via Inducing KV Memories cites this paper.

InduceKV: Fixed-Footprint Continual Adaptation of Multimodal LLMs via Inducing KV Memories Mind the Gap: Preserving and Compensating for the Modality Gap in CLIP-Based Continual Learning

Reference 124

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T13:48:20.428917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 907de0a9-71b2-4eb1-885d-1944a398ca07 · inbound

Text as Partial Constraint: Core-Residual Alignment for Robust Vision-Language Learning cites this paper.

Text as Partial Constraint: Core-Residual Alignment for Robust Vision-Language Learning Mind the Gap: Preserving and Compensating for the Modality Gap in CLIP-Based Continual Learning

Reference 149

Resolution: unresolved; no resolver link, observed 2026-07-12T04:35:49.701061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0479a37-bf9c-4e31-a615-f021b1b063c4 · inbound

The Hyperspherical Geometry of CLIP Latent Space: A Semantic Mixture Model cites this paper.

The Hyperspherical Geometry of CLIP Latent Space: A Semantic Mixture Model Mind the Gap: Preserving and Compensating for the Modality Gap in CLIP-Based Continual Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T04:33:52.705616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.