Paper Citation Record · LEDGER

Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 26 inbound Pith citation observations for arXiv:2110.05208.

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

pith.paper-citation-record.v1
2110.05208 v2

Coverage vector

measured 0 of 0 reference resolution

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measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 26 of 26 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:37:07.932304Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T15:47:23.261860Z

Reference resolution

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External citation measurements

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Outbound references

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Pith citing papers

Observation c3088681-764d-47e2-bfed-00f40ccd0737 · inbound

DetailCLIP: Injecting Image Details into CLIP's Feature Space cites this paper.

DetailCLIP: Injecting Image Details into CLIP's Feature Space Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-24T11:09:22.475201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 43973210-4fda-49f0-b1e1-5407148d264f · inbound

Demystifying CLIP Data cites this paper.

Demystifying CLIP Data Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-05-16T09:20:20.309226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2b4ca0b7-0483-459c-8a3a-09de53af94b3 · inbound

Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey cites this paper.

Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

Reference 201

Resolution: verified exact; arxiv_id, observed 2026-05-13T11:32:36.972218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9066309a-9e9b-43bb-8d46-653d2303d4e6 · inbound

AstroM$^3$: A self-supervised multimodal model for astronomy cites this paper.

AstroM$^3$: A self-supervised multimodal model for astronomy Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T21:23:18.755350Z

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Observation e3248fd1-ec62-4470-8ee1-387d7052c612 · inbound

HNCSE: Advancing Sentence Embeddings via Hybrid Contrastive Learning with Hard Negatives cites this paper.

HNCSE: Advancing Sentence Embeddings via Hybrid Contrastive Learning with Hard Negatives Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T17:55:23.799740Z

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Observation 9e9d7ef6-4019-4fdb-ad6a-63b163c52140 · inbound

Simplifying CLIP: Unleashing the Power of Large-Scale Models on Consumer-level Computers cites this paper.

Simplifying CLIP: Unleashing the Power of Large-Scale Models on Consumer-level Computers Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T14:59:52.135248Z

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Observation 5a182fec-8b24-4af0-aba6-5b67af6419af · inbound

OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining cites this paper.

OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T14:24:55.429777Z

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Observation 7827851f-bd7d-4a94-8440-0bda523518d5 · inbound

FLAIR: VLM with Fine-grained Language-informed Image Representations cites this paper.

FLAIR: VLM with Fine-grained Language-informed Image Representations Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T22:19:06.735220Z

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Observation eaed1dd4-93c9-428d-b2f0-f0d9497deb5b · inbound

VladVA: Discriminative Fine-tuning of LVLMs cites this paper.

VladVA: Discriminative Fine-tuning of LVLMs Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T21:29:26.418704Z

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Observation 55cfc67b-9615-45a6-b1c6-22fd8b29633a · inbound

DiffCLIP: Few-shot Language-driven Multimodal Classifier cites this paper.

DiffCLIP: Few-shot Language-driven Multimodal Classifier Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T19:11:02.387573Z

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Unavailable: canonical work link unavailable.

Observation 36871028-b91e-4da9-a0f0-6ea3e3c58058 · inbound

Enhancing Fine-Grained Vision-Language Pretraining with Negative Augmented Samples cites this paper.

Enhancing Fine-Grained Vision-Language Pretraining with Negative Augmented Samples Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T16:32:24.360452Z

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Observation c8d1c715-6f9e-4bdd-a4f7-801b17483251 · inbound

COEF-VQ: Cost-Efficient Video Quality Understanding through a Cascaded Multimodal LLM Framework cites this paper.

COEF-VQ: Cost-Efficient Video Quality Understanding through a Cascaded Multimodal LLM Framework Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T18:10:44.688935Z

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Unavailable: canonical work link unavailable.

Observation 4ff8a9fe-0978-4103-95c2-21f22b981205 · inbound

Sensorformer: Cross-patch attention with global-patch compression is effective for high-dimensional multivariate time series forecasting cites this paper.

Sensorformer: Cross-patch attention with global-patch compression is effective for high-dimensional multivariate time series forecasting Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T22:10:19.572614Z

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Observation e7fbefa1-7d61-472e-9f7b-ca5749a063c4 · inbound

ProKeR: A Kernel Perspective on Few-Shot Adaptation of Large Vision-Language Models cites this paper.

ProKeR: A Kernel Perspective on Few-Shot Adaptation of Large Vision-Language Models Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T18:40:27.171479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1af0c70c-95e4-4bc5-ae4f-476ff02b4339 · inbound

AquaticCLIP: A Vision-Language Foundation Model for Underwater Scene Analysis cites this paper.

AquaticCLIP: A Vision-Language Foundation Model for Underwater Scene Analysis Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-09T14:32:36.832435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7eaf461c-ec4e-4ac5-bf04-695ec715f0a5 · inbound

Cross the Gap: Exposing the Intra-modal Misalignment in CLIP via Modality Inversion cites this paper.

Cross the Gap: Exposing the Intra-modal Misalignment in CLIP via Modality Inversion Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-08T23:05:28.238464Z

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Observation d77a6c48-9565-4f39-98f8-80179d8c550b · inbound

Bringing CLIP to the Clinic: Dynamic Soft Labels and Negation-Aware Learning for Medical Analysis cites this paper.

Bringing CLIP to the Clinic: Dynamic Soft Labels and Negation-Aware Learning for Medical Analysis Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T13:21:11.100535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 016af8a9-8f2a-410a-80f5-dbd356d88a0f · inbound

Aligning Proteins and Language: A Foundation Model for Protein Retrieval cites this paper.

Aligning Proteins and Language: A Foundation Model for Protein Retrieval Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T13:50:49.294185Z

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Unavailable: canonical work link unavailable.

Observation 34035c79-8394-499e-ab5e-55eef93e6e98 · inbound

Visual Pre-Training on Unlabeled Images using Reinforcement Learning cites this paper.

Visual Pre-Training on Unlabeled Images using Reinforcement Learning Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T01:06:20.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9d6ab1f-8d29-4de2-b802-510eeafda76c · inbound

Enhancing Remote Sensing Vision-Language Models Through MLLM and LLM-Based High-Quality Image-Text Dataset Generation cites this paper.

Enhancing Remote Sensing Vision-Language Models Through MLLM and LLM-Based High-Quality Image-Text Dataset Generation Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T15:07:31.213119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7568b478-a665-4c51-b333-02e35e594616 · inbound

MobileCLIP2: Improving Multi-Modal Reinforced Training cites this paper.

MobileCLIP2: Improving Multi-Modal Reinforced Training Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T14:59:19.571959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31375c32-c378-4279-8aa1-deb280288a65 · inbound

MApLe: Multi-instance Alignment of Diagnostic Reports and Large Medical Images cites this paper.

MApLe: Multi-instance Alignment of Diagnostic Reports and Large Medical Images Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-10T13:35:26.369563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b90db992-73a4-4d65-b59c-e8ee759f25d4 · inbound

Neutral-Reference Prompting for Vision-Language Models cites this paper.

Neutral-Reference Prompting for Vision-Language Models Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-20T19:18:54.591922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 40426464-81bd-4cec-aac9-4c6a226316bf · inbound

ReasonCLIP-58M: Visually Grounded Commonsense Reasoning Supervision for CLIP cites this paper.

ReasonCLIP-58M: Visually Grounded Commonsense Reasoning Supervision for CLIP Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-07-04T13:39:50.752092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e444a6ec-ce9f-4c29-9e81-52cb1ed6fd91 · inbound

Multimodal Unlearning Across Vision, Language, Video, and Audio: Survey of Methods, Datasets, and Benchmarks cites this paper.

Multimodal Unlearning Across Vision, Language, Video, and Audio: Survey of Methods, Datasets, and Benchmarks Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

Reference 43

Resolution: verified exact; local_arxiv, observed 2026-07-10T15:47:23.263021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 89e3af63-ede3-4e24-89ff-40271e8def59 · inbound

Test-Time Adaptation with Online Personalized Energy-Based Cache for Fine-Grained Video Expression Recognition cites this paper.

Test-Time Adaptation with Online Personalized Energy-Based Cache for Fine-Grained Video Expression Recognition Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-15T14:37:07.932304Z

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Unavailable: canonical work link unavailable.