Paper Citation Record · LEDGER

Efficient Multimodal Learning from Data-centric Perspective

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 26 inbound Pith citation observations for arXiv:2402.11530.

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

pith.paper-citation-record.v1
2402.11530 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 26 of 26 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T00:55:50.072148Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
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External citation measurements

13
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 10fc5fcb-2c2c-449c-bf9d-7a35a5b434e0 · inbound

MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training cites this paper.

MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training Efficient Multimodal Learning from Data-centric Perspective

Reference 42

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T04:09:36.158828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5dfdbce2-9602-4248-8841-61d285c8c824 · inbound

PaliGemma: A versatile 3B VLM for transfer cites this paper.

PaliGemma: A versatile 3B VLM for transfer Efficient Multimodal Learning from Data-centric Perspective

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:10:21.058584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 452d07d0-b83c-43a4-a3bf-d1f59e28ffea · inbound

MiniCPM-V: A GPT-4V Level MLLM on Your Phone cites this paper.

MiniCPM-V: A GPT-4V Level MLLM on Your Phone Efficient Multimodal Learning from Data-centric Perspective

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-10T21:07:32.169541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2c8162b7-1d8f-42ab-954f-5ad194dd303f · inbound

TimeCausality: Evaluating the Causal Ability in Time Dimension for Vision Language Models cites this paper.

TimeCausality: Evaluating the Causal Ability in Time Dimension for Vision Language Models Efficient Multimodal Learning from Data-centric Perspective

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T15:21:03.895366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68ae5757-6f11-422c-a62d-ccb59f4426d7 · inbound

AutoJudger: An Agent-Driven Framework for Efficient Benchmarking of MLLMs cites this paper.

AutoJudger: An Agent-Driven Framework for Efficient Benchmarking of MLLMs Efficient Multimodal Learning from Data-centric Perspective

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T13:40:20.145924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97b4e0f1-3f29-4140-b356-8d4085e4f5d3 · inbound

LLaVA-SP: Enhancing Visual Representation with Visual Spatial Tokens for MLLMs cites this paper.

LLaVA-SP: Enhancing Visual Representation with Visual Spatial Tokens for MLLMs Efficient Multimodal Learning from Data-centric Perspective

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T21:19:44.920866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6e16ed1-ea5d-45d0-a58b-b8b29de3acce · inbound

Investigating Structural Pruning and Recovery Techniques for Compressing Multimodal Large Language Models: An Empirical Study cites this paper.

Investigating Structural Pruning and Recovery Techniques for Compressing Multimodal Large Language Models: An Empirical Study Efficient Multimodal Learning from Data-centric Perspective

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T13:22:45.165347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3ce6c97-49e4-41d6-96eb-d9643dce6b3b · inbound

OLMoASR: Open Models and Data for Training Robust Speech Recognition Models cites this paper.

OLMoASR: Open Models and Data for Training Robust Speech Recognition Models Efficient Multimodal Learning from Data-centric Perspective

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T14:49:35.876386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f088ccac-837a-4e8c-bd5f-478b8ee0fe35 · inbound

Towards Mitigating Hallucinations in Large Vision-Language Models by Refining Textual Embeddings cites this paper.

Towards Mitigating Hallucinations in Large Vision-Language Models by Refining Textual Embeddings Efficient Multimodal Learning from Data-centric Perspective

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T23:35:18.894715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82da0299-3d75-4c2d-ab49-b347be8f59b6 · inbound

Magic-MM-Embedding: Towards Visual-Token-Efficient Universal Multimodal Embedding with MLLMs cites this paper.

Magic-MM-Embedding: Towards Visual-Token-Efficient Universal Multimodal Embedding with MLLMs Efficient Multimodal Learning from Data-centric Perspective

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T04:20:53.053118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 453a9f6f-2842-496c-8795-b92fff2e9f58 · inbound

Modality Gap-Driven Subspace Alignment Training Paradigm For Multimodal Large Language Models cites this paper.

Modality Gap-Driven Subspace Alignment Training Paradigm For Multimodal Large Language Models Efficient Multimodal Learning from Data-centric Perspective

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-16T08:17:36.117667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 53763547-4478-4476-bde3-62e380ba8eca · inbound

Modality Gap-Driven Subspace Alignment Training Paradigm For Multimodal Large Language Models cites this paper.

Modality Gap-Driven Subspace Alignment Training Paradigm For Multimodal Large Language Models Efficient Multimodal Learning from Data-centric Perspective

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T05:34:27.393703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f13addc-ae1c-4578-a725-6069109847f4 · inbound

Leaderless Collective Motion in Affine Formation Control over the Complex Plane cites this paper.

Leaderless Collective Motion in Affine Formation Control over the Complex Plane Efficient Multimodal Learning from Data-centric Perspective

Reference 61

Resolution: unresolved; no resolver link, observed 2026-07-13T09:18:06.363249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 079bb065-94a4-430c-97a7-a60729d7dc27 · inbound

Analogical Reasoning as a Doctor: A Foundation Model for Gastrointestinal Endoscopy Diagnosis cites this paper.

Analogical Reasoning as a Doctor: A Foundation Model for Gastrointestinal Endoscopy Diagnosis Efficient Multimodal Learning from Data-centric Perspective

Reference 61

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T22:15:51.452284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e7156161-bfb2-415a-a446-535bd84dbd21 · inbound

Structural Pruning of Large Vision Language Models: A Comprehensive Study on Pruning Dynamics, Recovery, and Data Efficiency cites this paper.

Structural Pruning of Large Vision Language Models: A Comprehensive Study on Pruning Dynamics, Recovery, and Data Efficiency Efficient Multimodal Learning from Data-centric Perspective

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T21:56:14.224287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bb565ed3-7b21-4339-a475-b697be2ce694 · inbound

Anisotropic Modality Align cites this paper.

Anisotropic Modality Align Efficient Multimodal Learning from Data-centric Perspective

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:55:56.270268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 94ba5713-8354-48f0-8240-1361bc146040 · inbound

LLaVA-CKD: Bottom-Up Cascaded Knowledge Distillation for Vision-Language Models cites this paper.

LLaVA-CKD: Bottom-Up Cascaded Knowledge Distillation for Vision-Language Models Efficient Multimodal Learning from Data-centric Perspective

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:31:25.660081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7fa6a991-7251-46d8-b2d6-952b5690e897 · inbound

Reducing Object Hallucination in LVLMs via Emphasizing Image-negative Tokens cites this paper.

Reducing Object Hallucination in LVLMs via Emphasizing Image-negative Tokens Efficient Multimodal Learning from Data-centric Perspective

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-21T05:09:38.521871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ca881d48-ae33-4ddb-9937-4b00bb06aebe · inbound

Reducing Object Hallucination in LVLMs via Emphasizing Image-negative Tokens cites this paper.

Reducing Object Hallucination in LVLMs via Emphasizing Image-negative Tokens Efficient Multimodal Learning from Data-centric Perspective

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T05:09:38.228602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 252bcedb-73af-4ce7-9495-d38b11e74add · inbound

Extending Embodied Question Answering from Perception to Decision cites this paper.

Extending Embodied Question Answering from Perception to Decision Efficient Multimodal Learning from Data-centric Perspective

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-06-29T21:33:59.009876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a4f72ba6-9734-4009-a020-ac34093c6fbe · 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 Efficient Multimodal Learning from Data-centric Perspective

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T09:07:48.414077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7d997c3f-dce5-4477-9ff6-d92ba060c17d · inbound

Bridging the Modality Gap in Forensic Image Retrieval cites this paper.

Bridging the Modality Gap in Forensic Image Retrieval Efficient Multimodal Learning from Data-centric Perspective

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-03T10:17:57.986808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7f43068c-9afa-42d8-9621-b03a69f8ea93 · inbound

HPP: Hierarchical Programmatic Probing for Long Video Understanding by Decoupling Perception and Reasoning cites this paper.

HPP: Hierarchical Programmatic Probing for Long Video Understanding by Decoupling Perception and Reasoning Efficient Multimodal Learning from Data-centric Perspective

Reference 278

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T06:39:37.477800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6edb94b7-7acc-4fc2-b394-41b60f279ce5 · inbound

RoboInter1.5: A Holistic Intermediate Representation Suite for Embodied World Modeling and Robotic Manipulation cites this paper.

RoboInter1.5: A Holistic Intermediate Representation Suite for Embodied World Modeling and Robotic Manipulation Efficient Multimodal Learning from Data-centric Perspective

Reference 278

Resolution: unresolved; no resolver link, observed 2026-08-01T14:39:52.576159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1373dba2-dee2-4b26-8797-591687a27972 · inbound

FAS-R1: A Unified Multi-Task MLLM for Reasoning Face Anti-Spoofing cites this paper.

FAS-R1: A Unified Multi-Task MLLM for Reasoning Face Anti-Spoofing Efficient Multimodal Learning from Data-centric Perspective

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T16:07:55.017604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e115841-d1f7-4f52-aae3-970b7392d232 · inbound

Adaptive Two-Stage Visual Token Pruning for Efficient Inference in Video-Language Models cites this paper.

Adaptive Two-Stage Visual Token Pruning for Efficient Inference in Video-Language Models Efficient Multimodal Learning from Data-centric Perspective

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T00:55:50.072148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.