Paper Citation Record · LEDGER

ClipCap: CLIP Prefix for Image Captioning

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 48 inbound Pith citation observations for arXiv:2111.09734.

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

pith.paper-citation-record.v1
2111.09734 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 48 of 48 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 48 of 48 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:36:18.994193Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T10:09:44.426723Z

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 9e39cb2a-dfe9-4514-bac3-8f235c4f40e0 · inbound

Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language cites this paper.

Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language ClipCap: CLIP Prefix for Image Captioning

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-05-16T09:50:00.718168Z

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 8cfeab8e-d3b3-4a90-9f76-16506dde437b · inbound

Flamingo: a Visual Language Model for Few-Shot Learning cites this paper.

Flamingo: a Visual Language Model for Few-Shot Learning ClipCap: CLIP Prefix for Image Captioning

Reference 79

Resolution: verified exact; arxiv_id, observed 2026-05-12T04:22:30.476566Z

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 7f11e737-20da-46c7-9a1c-c8852ac93363 · inbound

LAION-5B: An open large-scale dataset for training next generation image-text models cites this paper.

LAION-5B: An open large-scale dataset for training next generation image-text models ClipCap: CLIP Prefix for Image Captioning

Reference 52

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T14:22:17.333000Z

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 1ef5c014-1562-48d7-b252-38993a4e3396 · inbound

LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention cites this paper.

LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention ClipCap: CLIP Prefix for Image Captioning

Reference 146

Resolution: verified exact; arxiv_id, observed 2026-05-14T23:07:42.528525Z

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 f7f1d37a-c0ba-42f8-a149-1b8b39a8f713 · inbound

LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model cites this paper.

LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model ClipCap: CLIP Prefix for Image Captioning

Reference 46

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T08:41:04.887711Z

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 c9e2d1eb-3be7-4be7-96fe-9b7e798c957e · inbound

EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt Optimizers cites this paper.

EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt Optimizers ClipCap: CLIP Prefix for Image Captioning

Reference 112

Resolution: verified exact; arxiv_id, observed 2026-05-16T06:11:49.649827Z

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 b33833fc-4b2a-4ccf-82ac-1e8cdf30cc3c · inbound

Enhanced Multimodal Aspect-Based Sentiment Analysis by LLM-Generated Rationales cites this paper.

Enhanced Multimodal Aspect-Based Sentiment Analysis by LLM-Generated Rationales ClipCap: CLIP Prefix for Image Captioning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T15:36:18.994193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c22dbbde-1000-446b-a047-623d6876de8c · inbound

Optimizing fMRI Data Acquisition for Decoding Natural Speech with Limited Participants cites this paper.

Optimizing fMRI Data Acquisition for Decoding Natural Speech with Limited Participants ClipCap: CLIP Prefix for Image Captioning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T13:40:19.824796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab95742f-af91-4837-a8be-418c7492f131 · inbound

Beam-Guided Knowledge Replay for Knowledge-Rich Image Captioning using Vision-Language Model cites this paper.

Beam-Guided Knowledge Replay for Knowledge-Rich Image Captioning using Vision-Language Model ClipCap: CLIP Prefix for Image Captioning

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T12:52:44.090056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22bc1e94-042a-402c-aa38-1f117cddb53e · inbound

Light as Deception: GPT-driven Natural Relighting Against Vision-Language Pre-training Models cites this paper.

Light as Deception: GPT-driven Natural Relighting Against Vision-Language Pre-training Models ClipCap: CLIP Prefix for Image Captioning

Reference 2012

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:36.351321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01ceb64c-abd4-4229-8c0d-a17cd390032c · inbound

Fast or Slow? Integrating Fast Intuition and Deliberate Thinking for Enhancing Visual Question Answering cites this paper.

Fast or Slow? Integrating Fast Intuition and Deliberate Thinking for Enhancing Visual Question Answering ClipCap: CLIP Prefix for Image Captioning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T12:02:10.602373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe79f438-6836-4404-9e98-d2e7b2503694 · inbound

Diffusion-based Cumulative Adversarial Purification for Vision Language Models cites this paper.

Diffusion-based Cumulative Adversarial Purification for Vision Language Models ClipCap: CLIP Prefix for Image Captioning

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T10:59:18.927640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8c28283-b524-4c6a-bf1d-4adbcaf03595 · inbound

CoLMbo: Speaker Language Model for Descriptive Profiling cites this paper.

CoLMbo: Speaker Language Model for Descriptive Profiling ClipCap: CLIP Prefix for Image Captioning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:15.589604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf1e06e5-7ae9-47e5-bee9-f8ce5f3120ed · inbound

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning cites this paper.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning ClipCap: CLIP Prefix for Image Captioning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T00:58:07.909306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bb5433a-a261-423b-a2dc-691adfbaa877 · inbound

CLIP-HandID: Vision-Language Model for Hand-Based Person Identification cites this paper.

CLIP-HandID: Vision-Language Model for Hand-Based Person Identification ClipCap: CLIP Prefix for Image Captioning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T00:56:01.612867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59700003-ea25-4573-9220-5fa415e5f49c · inbound

Extracting Multimodal Learngene in CLIP: Unveiling the Multimodal Generalizable Knowledge cites this paper.

Extracting Multimodal Learngene in CLIP: Unveiling the Multimodal Generalizable Knowledge ClipCap: CLIP Prefix for Image Captioning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T23:41:41.828926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46177889-2581-457d-bd97-0e86f0a016ed · inbound

MoMa: Modulating Mamba for Adapting Image Foundation Models to Video Recognition cites this paper.

MoMa: Modulating Mamba for Adapting Image Foundation Models to Video Recognition ClipCap: CLIP Prefix for Image Captioning

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T21:51:55.557921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca8ccce3-3a66-418b-96d1-4e4cd7f48a02 · inbound

On the rankability of visual embeddings cites this paper.

On the rankability of visual embeddings ClipCap: CLIP Prefix for Image Captioning

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T20:11:51.511161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5772af9d-23eb-449e-94e4-c3813760953a · inbound

GLAD: Generalizable Tuning for Vision-Language Models cites this paper.

GLAD: Generalizable Tuning for Vision-Language Models ClipCap: CLIP Prefix for Image Captioning

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T16:37:21.189934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc89fd79-83dc-4729-b9f0-7d938b076d9e · inbound

HapticCap: A Multimodal Dataset and Task for Understanding User Experience of Vibration Haptic Signals cites this paper.

HapticCap: A Multimodal Dataset and Task for Understanding User Experience of Vibration Haptic Signals ClipCap: CLIP Prefix for Image Captioning

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T16:32:42.735751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31ab0b8a-1df3-43a3-a031-d3671c0d56f2 · inbound

VL-CLIP: Enhancing Multimodal Recommendations via Visual Grounding and LLM-Augmented CLIP Embeddings cites this paper.

VL-CLIP: Enhancing Multimodal Recommendations via Visual Grounding and LLM-Augmented CLIP Embeddings ClipCap: CLIP Prefix for Image Captioning

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:08.416252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e640f75c-908b-4092-86a0-39c9f77051fa · inbound

Mitigating Information Loss under High Pruning Rates for Efficient Large Vision Language Models cites this paper.

Mitigating Information Loss under High Pruning Rates for Efficient Large Vision Language Models ClipCap: CLIP Prefix for Image Captioning

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T05:51:16.018283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ce12810-cef8-4ad1-84c7-e4a6e8381ad2 · inbound

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification cites this paper.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification ClipCap: CLIP Prefix for Image Captioning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:10.551418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37b79eda-e591-486e-aa15-4fabec394308 · inbound

From Image Captioning to Visual Storytelling cites this paper.

From Image Captioning to Visual Storytelling ClipCap: CLIP Prefix for Image Captioning

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T10:27:39.338214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 572e5683-939d-454a-90ad-ac72b0abbdc5 · inbound

Sparse and Dense Retrievers Learn Better Together: Joint Sparse-Dense Optimization for Text-Image Retrieval cites this paper.

Sparse and Dense Retrievers Learn Better Together: Joint Sparse-Dense Optimization for Text-Image Retrieval ClipCap: CLIP Prefix for Image Captioning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T17:25:01.008591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d63d557-c52c-4e6c-9495-328a74914cf5 · inbound

Sample-efficient Integration of New Modalities into Large Language Models cites this paper.

Sample-efficient Integration of New Modalities into Large Language Models ClipCap: CLIP Prefix for Image Captioning

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-05T06:00:27.509894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdb27136-dcf8-43a4-98ed-2f7bc45059c5 · inbound

Compression Beyond Pixels: Semantic Compression with Multimodal Foundation Models cites this paper.

Compression Beyond Pixels: Semantic Compression with Multimodal Foundation Models ClipCap: CLIP Prefix for Image Captioning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T04:53:40.077127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b145175-6648-4219-93e1-146d1a146dd3 · inbound

Unpacking Hateful Memes: Presupposed Context and False Claims cites this paper.

Unpacking Hateful Memes: Presupposed Context and False Claims ClipCap: CLIP Prefix for Image Captioning

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T10:26:22.120641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b975f0e4-ca19-4fb7-8c9c-0fd08cb67a97 · inbound

MIND: Multi-rationale INtegrated Discriminative Reasoning Framework for Multi-modal Large Models cites this paper.

MIND: Multi-rationale INtegrated Discriminative Reasoning Framework for Multi-modal Large Models ClipCap: CLIP Prefix for Image Captioning

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T18:25:04.998120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1124a2e-2683-494b-8f0b-106e84704a6b · inbound

Multi-Modal LLM based Image Captioning in ICT: Bridging the Gap Between General and Industry Domain cites this paper.

Multi-Modal LLM based Image Captioning in ICT: Bridging the Gap Between General and Industry Domain ClipCap: CLIP Prefix for Image Captioning

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-16T14:27:59.324632Z

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 b0ce17dd-d1ad-4f4c-bd35-81170c9a0278 · inbound

LatentLens: Revealing Highly Interpretable Visual Tokens in LLMs cites this paper.

LatentLens: Revealing Highly Interpretable Visual Tokens in LLMs ClipCap: CLIP Prefix for Image Captioning

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T06:06:52.217522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9df69bec-bde3-4b33-8a69-849040417ee2 · inbound

Beyond Standard Benchmarks: A Systematic Audit of Vision-Language Model's Robustness to Natural Semantic Variation Across Diverse Tasks cites this paper.

Beyond Standard Benchmarks: A Systematic Audit of Vision-Language Model's Robustness to Natural Semantic Variation Across Diverse Tasks ClipCap: CLIP Prefix for Image Captioning

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-10T21:55:52.655740Z

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 5f07988e-3ad6-4978-80fe-4f081982dca2 · inbound

Beyond Semantics: Uncovering the Physics of Fakes via Universal Physical Descriptors for Cross-Modal Synthetic Detection cites this paper.

Beyond Semantics: Uncovering the Physics of Fakes via Universal Physical Descriptors for Cross-Modal Synthetic Detection ClipCap: CLIP Prefix for Image Captioning

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:45:53.240217Z

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 71069924-22ff-4aa0-9434-e119450329e7 · inbound

WRF4CIR: Weight-Regularized Fine-Tuning Network for Composed Image Retrieval cites this paper.

WRF4CIR: Weight-Regularized Fine-Tuning Network for Composed Image Retrieval ClipCap: CLIP Prefix for Image Captioning

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:50:50.060959Z

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 7220993c-f54f-4276-a5d2-fa3928c388d9 · inbound

UIPress: Bringing Optical Token Compression to UI-to-Code Generation cites this paper.

UIPress: Bringing Optical Token Compression to UI-to-Code Generation ClipCap: CLIP Prefix for Image Captioning

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:00:59.421777Z

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 8baee550-4afd-4f0e-93bb-73d6a391dc69 · inbound

Semantic Manipulation Localization cites this paper.

Semantic Manipulation Localization ClipCap: CLIP Prefix for Image Captioning

Reference 32

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T10:21:01.497760Z

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 0f5c2bc7-85a8-4cc2-9b2d-d5129afbf14b · inbound

Adversarial Attacks Against MLLMs via Progressive Resolution Processing and Adaptive Feature Alignment cites this paper.

Adversarial Attacks Against MLLMs via Progressive Resolution Processing and Adaptive Feature Alignment ClipCap: CLIP Prefix for Image Captioning

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:21:27.865530Z

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 6448c78a-b35d-4ece-9770-8503072ef485 · inbound

Learning to See What You Need: Gaze Attention for Multimodal Large Language Models cites this paper.

Learning to See What You Need: Gaze Attention for Multimodal Large Language Models ClipCap: CLIP Prefix for Image Captioning

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-14T20:22:56.290381Z

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 c8556bc0-b861-478f-a3f6-fd1aa2d5a44e · inbound

CB-SLICE: Concept-Based Interpretable Error Slice Discovery cites this paper.

CB-SLICE: Concept-Based Interpretable Error Slice Discovery ClipCap: CLIP Prefix for Image Captioning

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:33:15.862374Z

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 7d56f8ed-0f49-49f4-9f85-a227732d0549 · inbound

BadBone: Backdoor Attacks Against Backbone Models in Visual Prompt Learning cites this paper.

BadBone: Backdoor Attacks Against Backbone Models in Visual Prompt Learning ClipCap: CLIP Prefix for Image Captioning

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:56:11.285729Z

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 f8dcd612-4f0c-4991-9f92-1439fb961543 · inbound

Modeling Complex Behaviors: Multi-Personality Composition and Dynamic Switching in Vision-Language Models cites this paper.

Modeling Complex Behaviors: Multi-Personality Composition and Dynamic Switching in Vision-Language Models ClipCap: CLIP Prefix for Image Captioning

Reference 86

Resolution: verified exact; arxiv_id, observed 2026-07-03T05:47:41.791066Z

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 654c879a-756d-4bd0-8cac-797032805010 · inbound

Task-Aware Structured Memory for Dynamic Multi-modal In-Context Learning cites this paper.

Task-Aware Structured Memory for Dynamic Multi-modal In-Context Learning ClipCap: CLIP Prefix for Image Captioning

Reference 122

Resolution: verified exact; arxiv_id, observed 2026-07-03T09:07:48.402050Z

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 a362ee84-0f95-42af-9045-4b243e1564fa · inbound

Cross-Modal Masked Compositional Concept Modeling for Enhancing Visio-Linguistic Compositionality cites this paper.

Cross-Modal Masked Compositional Concept Modeling for Enhancing Visio-Linguistic Compositionality ClipCap: CLIP Prefix for Image Captioning

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-07-03T14:28:31.474526Z

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 0d8381db-8362-4d59-a50f-42218480667e · inbound

Revisiting LLM Adaptation for 3D CT Report Generation: A Study of Scaling and Diagnostic Priors cites this paper.

Revisiting LLM Adaptation for 3D CT Report Generation: A Study of Scaling and Diagnostic Priors ClipCap: CLIP Prefix for Image Captioning

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-07-03T18:08:45.673868Z

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 bafcd518-7a9b-4e9f-bb70-5fe86f8df660 · inbound

Imperceptible and Reversible Adversarial Examples against Vision-Language Models for Privacy Protection cites this paper.

Imperceptible and Reversible Adversarial Examples against Vision-Language Models for Privacy Protection ClipCap: CLIP Prefix for Image Captioning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-14T12:36:44.253836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a086778-493c-4d97-8136-8dd41944fa15 · inbound

REPREC: Representation Driven Parameter-Efficient Recommendation System cites this paper.

REPREC: Representation Driven Parameter-Efficient Recommendation System ClipCap: CLIP Prefix for Image Captioning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T04:11:19.003885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5627ffab-96fe-4073-beb5-8f53e77b3fa6 · inbound

Adjudicated Captioning: Multi-Agent Alignment Scoring and Consensus-Distilled Beam Arbitration for Strict Zero-Shot Image Captioning cites this paper.

Adjudicated Captioning: Multi-Agent Alignment Scoring and Consensus-Distilled Beam Arbitration for Strict Zero-Shot Image Captioning ClipCap: CLIP Prefix for Image Captioning

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T15:58:39.520616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.