Paper Citation Record · LEDGER

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding

As of 9 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 1 inbound Pith citation observation for arXiv:2512.10548.

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

pith.paper-citation-record.v1
2512.10548 v3

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T17:09:38.969249Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-13T00:15:58.111384Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

52 of 52 outbound references displayed

verified exact0
verified fuzzy0
unresolved52
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External citation measurements

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Outbound references

Observation 5f32fe38-422a-4bc1-9057-a9cef7fd7d38 · outbound

This paper cites GPT-4 Technical Report.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:31.969501Z

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Observation e5e7e21f-8336-429d-9e68-3334dfe51165 · outbound

This paper cites Flamingo: a visual language model for few-shot learning.Advances in neural information processing systems, 35:23716–23736,.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Flamingo: a visual language model for few-shot learning.Advances in neural information processing systems, 35:23716–23736,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:32.124176Z

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Observation 06fd9171-731a-4be9-b22d-45c42578b975 · outbound

This paper cites Qwen-vl: A versatile vision-language model for un- derstanding, localization, text reading, and beyond, 2023.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Qwen-vl: A versatile vision-language model for un- derstanding, localization, text reading, and beyond, 2023

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:32.253101Z

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Observation 98031748-f8f0-4cb4-8c1a-d4615879ced4 · outbound

This paper cites Qwen2.5-VL Technical Report.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Qwen2.5-VL Technical Report

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:32.364961Z

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Observation 0f600248-06ad-45f3-8739-0fa3a07e4d5a · outbound

This paper cites Hallucination of multimodal large language models: A survey, 2025.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Hallucination of multimodal large language models: A survey, 2025

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:32.516659Z

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Observation cc41d65e-3770-4a33-987a-68cb1b75de11 · outbound

This paper cites Geopqa: Bridging the visual perception gap in mllms for geometric reasoning,.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Geopqa: Bridging the visual perception gap in mllms for geometric reasoning,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:32.630525Z

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Observation f19e051c-5c62-4334-8c69-0282bd17e0c3 · outbound

This paper cites An image is worth 1/2 tokens after layer 2: Plug-and-play inference acceleration for large vision-language models.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding An image is worth 1/2 tokens after layer 2: Plug-and-play inference acceleration for large vision-language models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:32.756479Z

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Observation d6d70d8b-6a42-4d6c-aacb-1020432feb1f · outbound

This paper cites Nacl: A general and effective kv cache eviction framework for llms at inference time, 2024.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Nacl: A general and effective kv cache eviction framework for llms at inference time, 2024

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:32.914509Z

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Observation 415163b8-b131-49aa-b806-ec6dac56b0f9 · outbound

This paper cites Inner thinking transformer: Lever- aging dynamic depth scaling to foster adaptive internal think- ing, 2025.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Inner thinking transformer: Lever- aging dynamic depth scaling to foster adaptive internal think- ing, 2025

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:33.033914Z

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Observation 132056ad-50ea-4d42-9024-82dddab03ac2 · outbound

This paper cites Internvl: Scaling up vision foundation mod- els and aligning for generic visual-linguistic tasks.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Internvl: Scaling up vision foundation mod- els and aligning for generic visual-linguistic tasks

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:33.154299Z

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Observation 76eac7fa-b439-4f1e-adf3-e55ada39e82a · outbound

This paper cites Spatial- rgpt: Grounded spatial reasoning in vision language models,.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Spatial- rgpt: Grounded spatial reasoning in vision language models,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:33.283044Z

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Observation a29e3834-45fb-4375-8824-f45b17b54b14 · outbound

This paper cites Atlas: Mapping attention’s location and size to probe five modes of serial and parallel search.Attention, Perception, & Psychophysics, 86(6):1938–1962, 2024.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Atlas: Mapping attention’s location and size to probe five modes of serial and parallel search.Attention, Perception, & Psychophysics, 86(6):1938–1962, 2024

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:33.398979Z

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Observation ed9dac77-1ad7-410a-848f-e63800e634cc · outbound

This paper cites Image super-resolution using deep convolutional net- works.IEEE transactions on pattern analysis and machine intelligence, 38(2):295–307, 2015.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Image super-resolution using deep convolutional net- works.IEEE transactions on pattern analysis and machine intelligence, 38(2):295–307, 2015

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:33.555242Z

Source-reported events for the cited work

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Observation 225a961d-d473-4f67-acc4-d3a208aaeed5 · outbound

This paper cites Acceler- ating the super-resolution convolutional neural network.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Acceler- ating the super-resolution convolutional neural network

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:33.660599Z

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Observation 6ac304ad-c02f-4cbc-a3a3-d9701695e2d6 · outbound

This paper cites Multi-modal hal- lucination control by visual information grounding, 2024.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Multi-modal hal- lucination control by visual information grounding, 2024

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:33.746918Z

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Observation c15a0393-fed7-4933-8ab4-c68253dc1815 · outbound

This paper cites DIVE into MoE: Diversity-Enhanced Reconstruction of Large Language Models from Dense into Mixture-of-Experts.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding DIVE into MoE: Diversity-Enhanced Reconstruction of Large Language Models from Dense into Mixture-of-Experts

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:33.923627Z

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Observation d04eaf8d-4385-4bde-aa91-7c5edb3840bc · outbound

This paper cites Mme: A comprehensive evaluation benchmark for multimodal large language models, 2025.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Mme: A comprehensive evaluation benchmark for multimodal large language models, 2025

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:34.073705Z

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Observation 8ea7cf24-597e-4089-aa6b-7b1d31388ee5 · outbound

This paper cites Tracking the will to attend: Cortical activity indexes self-generated, voluntary shifts of attention.Attention, Perception, & Psy- chophysics, 78(7):2176–2184, 2016.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Tracking the will to attend: Cortical activity indexes self-generated, voluntary shifts of attention.Attention, Perception, & Psy- chophysics, 78(7):2176–2184, 2016

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:34.244703Z

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Observation 26d508e5-4d87-448e-927d-efc006131837 · outbound

This paper cites Beamlora: Beam-constraint low-rank adap- tation.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Beamlora: Beam-constraint low-rank adap- tation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:34.426101Z

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Observation f18c14b3-1ee4-4bcc-88c7-13c64e9d650d · outbound

This paper cites Gqa: A new dataset for real-world visual reasoning and compositional question answering.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Gqa: A new dataset for real-world visual reasoning and compositional question answering

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:34.507754Z

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Observation cd0fdf4e-338d-489c-9b9b-911e6d7c33d1 · outbound

This paper cites Scaling up visual and vision-language representa- tion learning with noisy text supervision.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Scaling up visual and vision-language representa- tion learning with noisy text supervision

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:34.700795Z

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Observation 57913d8a-3348-4335-b498-5364c074a75c · outbound

This paper cites Hallucination augmented contrastive learning for multimodal large language model, 2024.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Hallucination augmented contrastive learning for multimodal large language model, 2024

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:34.887592Z

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Observation 3d7c207d-cb2d-42d1-a6d0-27320cf6055e · outbound

This paper cites Cortical mechanisms for shifting and hold- ing visuospatial attention.Cerebral cortex, 18(1):114–125,.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Cortical mechanisms for shifting and hold- ing visuospatial attention.Cerebral cortex, 18(1):114–125,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:35.029874Z

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Observation 8df33330-5259-4fed-bac0-3ba32b12bcdc · outbound

This paper cites Accurate image super-resolution using very deep convolutional net- works.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Accurate image super-resolution using very deep convolutional net- works

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:35.187960Z

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Observation bb761497-fc53-491e-ac5c-fced096a0003 · outbound

This paper cites Visual genome: Connecting language and vision using crowdsourced dense image annotations.International journal of computer vision, 123(1):32–73, 2017.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Visual genome: Connecting language and vision using crowdsourced dense image annotations.International journal of computer vision, 123(1):32–73, 2017

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:35.331706Z

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Observation 6c64248e-1ef1-4283-96f7-4f6d05e4eb20 · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding LLaVA-OneVision: Easy Visual Task Transfer

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:35.462066Z

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Observation ba5dbffd-f91d-4d93-9d2c-da234d9df531 · outbound

This paper cites Dyfo: A training-free dynamic focus visual search for enhancing lmms in fine-grained visual understanding.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Dyfo: A training-free dynamic focus visual search for enhancing lmms in fine-grained visual understanding

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:35.645936Z

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Observation 8ae0dc74-3ea3-484f-a6f7-c87df8108fa0 · outbound

This paper cites Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:35.790140Z

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Observation c4cd6922-8f0c-40f3-9f69-f5992716d92e · outbound

This paper cites Evaluating Object Hallucination in Large Vision-Language Models.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Evaluating Object Hallucination in Large Vision-Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:35.981648Z

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Observation b88d4203-8a5c-47a8-b28a-b9da0dce8b4d · outbound

This paper cites Microsoft coco: Common objects in context.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Microsoft coco: Common objects in context

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:36.135377Z

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Observation 263bf065-c9b1-4704-87cc-d0fdd74c2cdb · outbound

This paper cites Visual instruction tuning.Advances in neural information processing systems, 36:34892–34916, 2023.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Visual instruction tuning.Advances in neural information processing systems, 36:34892–34916, 2023

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:36.260287Z

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Observation bf27882a-4faf-48c9-91f4-f0d0a73e5fb0 · outbound

This paper cites Improved baselines with visual instruction tuning.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Improved baselines with visual instruction tuning

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:36.441445Z

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Observation c24e4044-c131-42e5-8cf8-0d76a396a91b · outbound

This paper cites Llava-next: Im- proved reasoning, ocr, and world knowledge, 2024.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Llava-next: Im- proved reasoning, ocr, and world knowledge, 2024

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:36.559709Z

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Observation faba4aad-1c8f-4096-bcf6-b7274439f3bd · outbound

This paper cites Mmbench: Is your multi-modal model an all-around player? InEuropean conference on computer vi- sion, pages 216–233.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Mmbench: Is your multi-modal model an all-around player? InEuropean conference on computer vi- sion, pages 216–233

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:36.675881Z

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Observation 114edba4-7afe-4b80-883b-69254ee70302 · outbound

This paper cites Learn to explain: Multimodal reasoning via thought chains for science question answering.Advances in Neural Information Processing Systems, 35:2507–2521,.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Learn to explain: Multimodal reasoning via thought chains for science question answering.Advances in Neural Information Processing Systems, 35:2507–2521,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:36.738767Z

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Observation 1b184aa7-8a20-44d6-a001-f40884234dbb · outbound

This paper cites Neuronal mechanisms of visual atten- tion.Annual review of vision science, 1(1):373–391, 2015.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Neuronal mechanisms of visual atten- tion.Annual review of vision science, 1(1):373–391, 2015

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:36.859880Z

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Observation 98f33d94-5808-4029-8137-268054a72f27 · outbound

This paper cites Ocr-vqa: Visual question answering by reading text in images.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Ocr-vqa: Visual question answering by reading text in images

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:36.974350Z

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Observation ce4b50ba-1971-473a-9dc8-5acc4e0474ef · outbound

This paper cites Learning transferable visual models from natural language supervi- sion.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Learning transferable visual models from natural language supervi- sion

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:37.107535Z

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Observation ec8c6013-d94d-44a2-aadc-f06a26411e2b · outbound

This paper cites Deepspeed: System optimizations enable train- ing deep learning models with over 100 billion parameters.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Deepspeed: System optimizations enable train- ing deep learning models with over 100 billion parameters

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:37.236417Z

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Observation ac8345c7-e171-4208-a687-284a42c9e5ae · outbound

This paper cites Towards vqa models that can read.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Towards vqa models that can read

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:37.399420Z

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Observation d6c710be-23b8-4ffa-9a21-abb42453bfef · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:37.581401Z

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Observation 11c66680-208d-422b-8114-03d3941c5080 · outbound

This paper cites Eyes wide shut? exploring the visual shortcomings of multimodal llms, 2024.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Eyes wide shut? exploring the visual shortcomings of multimodal llms, 2024

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:37.702564Z

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Observation 5640b0b4-4a97-406b-bbbe-6fce424be439 · outbound

This paper cites VL-Cache: Sparsity and Modality-Aware KV Cache Compression for Vision-Language Model Inference Acceleration.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding VL-Cache: Sparsity and Modality-Aware KV Cache Compression for Vision-Language Model Inference Acceleration

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:37.841750Z

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Observation 2ec4e44d-88e9-4bb4-b788-08e4eeea8147 · outbound

This paper cites Transformers: State-of-the-art natural language processing.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Transformers: State-of-the-art natural language processing

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:38.025746Z

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Observation 978dc477-32ba-4afb-8e4c-f600cbfa318b · outbound

This paper cites V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:38.165356Z

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Observation 8c8e008f-e00e-404c-a8af-c2ad5d00a78a · outbound

This paper cites Grounded chain-of-thought for multimodal large language models,.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Grounded chain-of-thought for multimodal large language models,

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:38.306215Z

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Observation 6635180d-9c07-4ea3-8288-e28d31e73a4d · outbound

This paper cites PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:38.421930Z

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Observation 8331d809-d8a9-4c1d-87c5-82b7ec5e5952 · outbound

This paper cites Fit and prune: Fast and training-free visual token pruning for multi- modal large language models.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Fit and prune: Fast and training-free visual token pruning for multi- modal large language models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:38.563170Z

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Observation 5a86ab97-3722-41b1-92e4-34065fbedba8 · outbound

This paper cites Introducing Visual Perception Token into Multimodal Large Language Model.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Introducing Visual Perception Token into Multimodal Large Language Model

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:38.749150Z

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Observation 1c6baefc-31dc-4d52-91ae-aa6d452ffafe · outbound

This paper cites MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:38.835314Z

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Observation 52371a29-5dbb-4375-95d8-72bfd611be92 · outbound

This paper cites MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:38.897509Z

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Observation d0cae116-48b6-49e8-9be2-be8c25934b68 · outbound

This paper cites Open eyes, then reason: Fine-grained visual mathematical understanding in mllms, 2025.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Open eyes, then reason: Fine-grained visual mathematical understanding in mllms, 2025

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:38.969249Z

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Pith citing papers

Observation fa65d30c-7fb7-470b-95d6-9e823029c87d · inbound

Can LoRA Fusion Support Cross-Domain Tasks in Cloud-Edge Collaboration? cites this paper.

Can LoRA Fusion Support Cross-Domain Tasks in Cloud-Edge Collaboration? Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-13T00:15:58.111384Z

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