Paper Citation Record · LEDGER

What Do You See? Enhancing Zero-Shot Image Classification with Multimodal Large Language Models

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2405.15668.

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

pith.paper-citation-record.v1
2405.15668 v5

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 2026-08-18T06:34:40.430872+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:13:42.054330Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T12:59:53.219539Z

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 eae1b2de-9e39-4ce0-9801-c95aa07d16ab · inbound

Advancing Vehicle Plate Recognition: Multitasking Visual Language Models with VehiclePaliGemma cites this paper.

Advancing Vehicle Plate Recognition: Multitasking Visual Language Models with VehiclePaliGemma What Do You See? Enhancing Zero-Shot Image Classification with Multimodal Large Language Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-11T15:33:53.276758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b679f9af-4aeb-442c-838c-ebf6547a8ca5 · inbound

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection cites this paper.

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection What Do You See? Enhancing Zero-Shot Image Classification with Multimodal Large Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T14:53:23.045717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccc13960-892e-4e40-ab59-5ad58144472f · inbound

CatchPhrase: EXPrompt-Guided Encoder Adaptation for Audio-to-Image Generation cites this paper.

CatchPhrase: EXPrompt-Guided Encoder Adaptation for Audio-to-Image Generation What Do You See? Enhancing Zero-Shot Image Classification with Multimodal Large Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T18:13:42.054330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5780e114-ddb5-4d17-afa6-26ddffaaa3de · inbound

Adapting Vision-Language Models Without Labels: A Comprehensive Survey cites this paper.

Adapting Vision-Language Models Without Labels: A Comprehensive Survey What Do You See? Enhancing Zero-Shot Image Classification with Multimodal Large Language Models

Reference 192

Resolution: unresolved; no resolver link, observed 2026-08-05T23:17:07.134556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4eb8bf69-cfcf-49da-8179-c3e2fbef726d · inbound

Robust Onion: Peeling Open Vocab Object Detectors Under Noise cites this paper.

Robust Onion: Peeling Open Vocab Object Detectors Under Noise What Do You See? Enhancing Zero-Shot Image Classification with Multimodal Large Language Models

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-07-04T12:59:53.220792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6faee6fc-abb4-4d7c-b120-5afc0bc59e13 · inbound

Robust Onion: Peeling Open Vocab Object Detectors Under Noise cites this paper.

Robust Onion: Peeling Open Vocab Object Detectors Under Noise What Do You See? Enhancing Zero-Shot Image Classification with Multimodal Large Language Models

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-07-01T16:15:49.987062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.