Paper Citation Record · LEDGER

EPIC: Efficient Prompt Interaction for Text-Image Classification

As of 7 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2507.07415.

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

pith.paper-citation-record.v1
2507.07415 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:46:00.186219Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

24 of 24 outbound references displayed

verified exact2
verified fuzzy16
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e14bf6c4-7ead-4b3e-97fe-5da5a5c3fc0c · outbound

This paper cites Cma-clip: Cross- modality attention clip for text-image classification,.

EPIC: Efficient Prompt Interaction for Text-Image Classification Cma-clip: Cross- modality attention clip for text-image classification,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:46:00.354240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 33fe7a97-2abf-4ce2-99e4-f5d01c59564e · outbound

This paper cites Future-aware diverse trends framework for recommendation,.

EPIC: Efficient Prompt Interaction for Text-Image Classification Future-aware diverse trends framework for recommendation,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:46:00.348130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 089606f7-3044-4917-b0a3-f1146e4545a7 · outbound

This paper cites Dense fusion network with multimodal residual for sentiment classification,.

EPIC: Efficient Prompt Interaction for Text-Image Classification Dense fusion network with multimodal residual for sentiment classification,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:46:00.341633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 34939d49-d3ad-44b8-923c-2fc5cf032d3a · outbound

This paper cites Tensor Fusion Network for Multimodal Sentiment Analysis.

EPIC: Efficient Prompt Interaction for Text-Image Classification Tensor Fusion Network for Multimodal Sentiment Analysis

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T18:46:00.144295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56960134-b3a1-4bc5-b46a-bfe3b619497b · outbound

This paper cites Memory fusion network for multi-view sequential learning,.

EPIC: Efficient Prompt Interaction for Text-Image Classification Memory fusion network for multi-view sequential learning,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:46:00.335901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2e0162a0-262e-4d25-897c-33e4adf5e804 · outbound

This paper cites Misa: Modality-invariant and-specific representations for multimodal sentiment analysis,.

EPIC: Efficient Prompt Interaction for Text-Image Classification Misa: Modality-invariant and-specific representations for multimodal sentiment analysis,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:46:00.330209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c7805295-3929-48e2-84b1-a43373a9f34d · outbound

This paper cites Centralnet: a multilayer approach for multimodal fusion,.

EPIC: Efficient Prompt Interaction for Text-Image Classification Centralnet: a multilayer approach for multimodal fusion,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:46:00.324314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2830e517-deba-4ae4-b7cf-f4017f2b3250 · outbound

This paper cites Modular and Parameter-Efficient Multimodal Fusion with Prompting.

EPIC: Efficient Prompt Interaction for Text-Image Classification Modular and Parameter-Efficient Multimodal Fusion with Prompting

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:46:00.247864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eeb99690-bec2-4b27-98f8-cf993201bc0d · outbound

This paper cites Efficient multimodal fusion via interactive prompting,.

EPIC: Efficient Prompt Interaction for Text-Image Classification Efficient multimodal fusion via interactive prompting,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:46:00.317889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ac88227b-92e0-408c-b950-fae682fc0372 · outbound

This paper cites Supervised Multimodal Bitransformers for Classifying Images and Text.

EPIC: Efficient Prompt Interaction for Text-Image Classification Supervised Multimodal Bitransformers for Classifying Images and Text

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T18:46:00.157567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 227179d9-8fa5-4808-8fd0-2c14be0f48ce · outbound

This paper cites Visual prompt tuning,.

EPIC: Efficient Prompt Interaction for Text-Image Classification Visual prompt tuning,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:46:00.311547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 98149875-ad99-444a-ade8-d39581cb2e4f · outbound

This paper cites Learning to prompt for vision-language models,.

EPIC: Efficient Prompt Interaction for Text-Image Classification Learning to prompt for vision-language models,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:46:00.305386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 14a89053-f6d6-4a61-b20a-b8f1654001b3 · outbound

This paper cites Con- ditional prompt learning for vision-language models,.

EPIC: Efficient Prompt Interaction for Text-Image Classification Con- ditional prompt learning for vision-language models,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:46:00.298928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ccb5fc53-3815-46af-a945-cf2dcb5f7c32 · outbound

This paper cites Maple: Multi-modal prompt learning,.

EPIC: Efficient Prompt Interaction for Text-Image Classification Maple: Multi-modal prompt learning,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:46:00.292220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 50a382c6-55d6-4255-94f5-63a344d52c98 · outbound

This paper cites HUSE: Hierarchical Universal Semantic Embeddings.

EPIC: Efficient Prompt Interaction for Text-Image Classification HUSE: Hierarchical Universal Semantic Embeddings

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:46:00.232501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 431cd7f3-ef63-4d69-895f-ff67452f0759 · outbound

This paper cites MultiBench: Multiscale Benchmarks for Multimodal Representation Learning.

EPIC: Efficient Prompt Interaction for Text-Image Classification MultiBench: Multiscale Benchmarks for Multimodal Representation Learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T18:46:00.169992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38b259c1-d15f-4dd8-94bc-3bc43a8cf9d4 · outbound

This paper cites Dynamic multimodal fusion,.

EPIC: Efficient Prompt Interaction for Text-Image Classification Dynamic multimodal fusion,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:46:00.285857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dd0298d8-4358-4f2b-a285-0749ee0c0956 · outbound

This paper cites Unit: Multimodal multitask learning with a unified transformer,.

EPIC: Efficient Prompt Interaction for Text-Image Classification Unit: Multimodal multitask learning with a unified transformer,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:46:00.280004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 52dfd6b7-6988-475a-9321-9a35ca8260a2 · outbound

This paper cites Vilt: Vision-and-language transformer without convolution or region supervision,.

EPIC: Efficient Prompt Interaction for Text-Image Classification Vilt: Vision-and-language transformer without convolution or region supervision,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:46:00.273527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f0d32a1e-ec7f-44e2-9a7f-2c7b5cf7eef9 · outbound

This paper cites Recipe recognition with large multimodal food dataset,.

EPIC: Efficient Prompt Interaction for Text-Image Classification Recipe recognition with large multimodal food dataset,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:46:00.267354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3b6e58a0-f577-4bed-b1c0-e0d3316eaeaf · outbound

This paper cites Gated Multimodal Units for Information Fusion.

EPIC: Efficient Prompt Interaction for Text-Image Classification Gated Multimodal Units for Information Fusion

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T18:46:00.179567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6d8ccb1-0998-40c7-befa-b26073a20ddd · outbound

This paper cites Visual Entailment Task for Visually-Grounded Language Learning.

EPIC: Efficient Prompt Interaction for Text-Image Classification Visual Entailment Task for Visually-Grounded Language Learning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T18:46:00.181739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d0e251c-11f0-4d21-9a81-699fac385c14 · outbound

This paper cites Learning transferable visual models from natural language supervision,.

EPIC: Efficient Prompt Interaction for Text-Image Classification Learning transferable visual models from natural language supervision,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:46:00.260276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fe1d239f-81dd-4190-a66d-455ec0b9a538 · outbound

This paper cites VisualBERT: A Simple and Performant Baseline for Vision and Language.

EPIC: Efficient Prompt Interaction for Text-Image Classification VisualBERT: A Simple and Performant Baseline for Vision and Language

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T18:46:00.186219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.