Paper Citation Record · LEDGER

Efficient Multimodal Learning from Data-centric Perspective

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 42 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

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Source: paper_references, paper_reference_links

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 42 of 42 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:54:10.967009Z

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

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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

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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

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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

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Observation daddf052-2faa-4ec3-83a3-d312df0145b0 · inbound

JRadiEvo: A Japanese Radiology Report Generation Model Enhanced by Evolutionary Optimization of Model Merging cites this paper.

JRadiEvo: A Japanese Radiology Report Generation Model Enhanced by Evolutionary Optimization of Model Merging Efficient Multimodal Learning from Data-centric Perspective

Reference 46

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Observation 711b46af-a74a-47e0-a91f-b5a38aca166c · inbound

Decompose and Leverage Preferences from Expert Models for Improving Trustworthiness of MLLMs cites this paper.

Decompose and Leverage Preferences from Expert Models for Improving Trustworthiness of MLLMs Efficient Multimodal Learning from Data-centric Perspective

Reference 10

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Observation 34c35a34-0fa4-4e58-84df-5447a98f54df · inbound

Is this Generated Person Existed in Real-world? Fine-grained Detecting and Calibrating Abnormal Human-body cites this paper.

Is this Generated Person Existed in Real-world? Fine-grained Detecting and Calibrating Abnormal Human-body Efficient Multimodal Learning from Data-centric Perspective

Reference 17

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Observation 5c86cc74-c1f6-4418-8184-75d4a576fdc4 · inbound

Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models cites this paper.

Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models Efficient Multimodal Learning from Data-centric Perspective

Reference 12

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Observation 98ace428-1e24-4cbc-9f80-160850e8a0ec · inbound

AgriBench: A Hierarchical Agriculture Benchmark for Multimodal Large Language Models cites this paper.

AgriBench: A Hierarchical Agriculture Benchmark for Multimodal Large Language Models Efficient Multimodal Learning from Data-centric Perspective

Reference 17

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Observation 4a2795e1-08c3-4929-849b-af1536e38e24 · inbound

MegaCOIN: Enhancing Medium-Grained Color Perception for Vision-Language Models cites this paper.

MegaCOIN: Enhancing Medium-Grained Color Perception for Vision-Language Models Efficient Multimodal Learning from Data-centric Perspective

Reference 11

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Observation 47b76b57-8d5f-4f02-a2b6-6ebd0eaad57c · inbound

EACO: Enhancing Alignment in Multimodal LLMs via Critical Observation cites this paper.

EACO: Enhancing Alignment in Multimodal LLMs via Critical Observation Efficient Multimodal Learning from Data-centric Perspective

Reference 15

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Observation 5ca43d82-4d3f-4ee4-a754-c7936e043c96 · inbound

[CLS] Token Tells Everything Needed for Training-free Efficient MLLMs cites this paper.

[CLS] Token Tells Everything Needed for Training-free Efficient MLLMs Efficient Multimodal Learning from Data-centric Perspective

Reference 25

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Observation 81c01521-6f92-436a-b4cf-da09f337d506 · inbound

Mastering Collaborative Multi-modal Data Selection: A Focus on Informativeness, Uniqueness, and Representativeness cites this paper.

Mastering Collaborative Multi-modal Data Selection: A Focus on Informativeness, Uniqueness, and Representativeness Efficient Multimodal Learning from Data-centric Perspective

Reference 22

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Observation f57083ff-43df-484f-8131-e01d1f431a9f · inbound

Olympus: A Universal Task Router for Computer Vision Tasks cites this paper.

Olympus: A Universal Task Router for Computer Vision Tasks Efficient Multimodal Learning from Data-centric Perspective

Reference 25

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Observation d25ff837-5e1c-4d99-b73a-745f915868a2 · inbound

Activating Distributed Visual Region within LLMs for Efficient and Effective Vision-Language Training and Inference cites this paper.

Activating Distributed Visual Region within LLMs for Efficient and Effective Vision-Language Training and Inference Efficient Multimodal Learning from Data-centric Perspective

Reference 16

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Observation 85a81cd4-3ead-40de-8f05-9826301677fe · inbound

Unveiling the Mystery of Weight in Large Foundation Models: Gaussian Distribution Never Fades cites this paper.

Unveiling the Mystery of Weight in Large Foundation Models: Gaussian Distribution Never Fades Efficient Multimodal Learning from Data-centric Perspective

Reference 645

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Observation 94764db4-f09f-4834-9d11-812e5a47907d · inbound

TinyLLaVA-Video: Towards Smaller LMMs for Video Understanding with Group Resampler cites this paper.

TinyLLaVA-Video: Towards Smaller LMMs for Video Understanding with Group Resampler Efficient Multimodal Learning from Data-centric Perspective

Reference 8

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Observation 5052c314-ae4e-4cd6-8863-d79a84a42cae · inbound

CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs cites this paper.

CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs Efficient Multimodal Learning from Data-centric Perspective

Reference 6

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Observation 54e2758a-eba0-4e40-b5fd-a0e98bd63d26 · inbound

FSBench: A Figure Skating Benchmark for Advancing Artistic Sports Understanding cites this paper.

FSBench: A Figure Skating Benchmark for Advancing Artistic Sports Understanding Efficient Multimodal Learning from Data-centric Perspective

Reference 12

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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

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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

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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

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Observation 344af88c-0b80-4af1-9c1c-219d6367009c · inbound

LMM-Det: Make Large Multimodal Models Excel in Object Detection cites this paper.

LMM-Det: Make Large Multimodal Models Excel in Object Detection Efficient Multimodal Learning from Data-centric Perspective

Reference 11

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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

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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

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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

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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

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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 2026-08-17T06:30:58.91139+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

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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

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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 2026-08-17T06:30:58.91139+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

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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 2026-08-17T06:30:58.91139+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

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+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

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+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

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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

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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 2026-08-17T06:30:58.91139+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

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+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

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+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

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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

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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

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