Paper Citation Record · LEDGER

LookME: Lookup-Based Multimodal Embeddings for Layer Injection in Vision-Language Models

As of 7 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2607.16305.

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

pith.paper-citation-record.v1
2607.16305 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T06:33:14.960504Z

measured 19 of 19 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

19 of 19 outbound references displayed

verified exact0
verified fuzzy0
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 784c5693-f5f3-466a-be2e-2504a5d758a8 · outbound

This paper cites STEM: Scaling Transformers with Embedding Modules.

LookME: Lookup-Based Multimodal Embeddings for Layer Injection in Vision-Language Models STEM: Scaling Transformers with Embedding Modules

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T06:33:14.733672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c04fa4d-8e33-418b-b576-0591770ed8f3 · outbound

This paper cites InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning.

LookME: Lookup-Based Multimodal Embeddings for Layer Injection in Vision-Language Models InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T06:33:13.908702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d30f5a49-2cbe-4992-96d7-716a8ed7b9b0 · outbound

This paper cites Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models.

LookME: Lookup-Based Multimodal Embeddings for Layer Injection in Vision-Language Models Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T06:33:14.240999Z

Source-reported events for the cited work

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Observation 051a2367-bb40-4d66-9543-81b4c9972659 · outbound

This paper cites Dosovitskiy, A.; Beyer, L.; Kolesnikov, A.; Weissenborn, D.; Zhai, X.; Unterthiner, T.; Dehghani, M.; Minderer, M.; Heigold, G.; Gelly, S.; Uszkoreit, J.; and Houlsby, N.

LookME: Lookup-Based Multimodal Embeddings for Layer Injection in Vision-Language Models Dosovitskiy, A.; Beyer, L.; Kolesnikov, A.; Weissenborn, D.; Zhai, X.; Unterthiner, T.; Dehghani, M.; Minderer, M.; Heigold, G.; Gelly, S.; Uszkoreit, J.; and Houlsby, N

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T06:33:14.292946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57187ae8-b034-49f7-b94c-ce96b817a597 · outbound

This paper cites Infinity-MM: Scaling Multimodal Performance with Large-Scale and High-Quality Instruction Data.

LookME: Lookup-Based Multimodal Embeddings for Layer Injection in Vision-Language Models Infinity-MM: Scaling Multimodal Performance with Large-Scale and High-Quality Instruction Data

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T06:33:14.485161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ff32895-0b63-44fc-a9a8-248689c4b32f · outbound

This paper cites an unresolved cited work.

LookME: Lookup-Based Multimodal Embeddings for Layer Injection in Vision-Language Models Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T06:33:14.625608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54b5273f-5f12-4f84-afcf-746401790819 · outbound

This paper cites DeepSeek-VL: Towards Real-World Vision-Language Understanding.

LookME: Lookup-Based Multimodal Embeddings for Layer Injection in Vision-Language Models DeepSeek-VL: Towards Real-World Vision-Language Understanding

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T06:33:14.677496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4598b522-f40d-4cee-a40e-a82abf03f44a · outbound

This paper cites Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs.

LookME: Lookup-Based Multimodal Embeddings for Layer Injection in Vision-Language Models Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T06:33:14.864080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c39c865-9dfc-45e6-b333-9540fc28ef60 · outbound

This paper cites CogVLM: Visual Expert for Pretrained Language Models.

LookME: Lookup-Based Multimodal Embeddings for Layer Injection in Vision-Language Models CogVLM: Visual Expert for Pretrained Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T06:33:14.945938Z

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Observation 90a3810e-e305-42f1-ad6f-b6eea24e9090 · outbound

This paper cites DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding.

LookME: Lookup-Based Multimodal Embeddings for Layer Injection in Vision-Language Models DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T06:33:14.950666Z

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Unavailable: canonical work link unavailable.

Observation 5a5680dd-462b-49e5-a284-ee7adb09ce1f · outbound

This paper cites Tarsier2: Advancing Large Vision-Language Models from Detailed Video Description to Comprehensive Video Understanding.

LookME: Lookup-Based Multimodal Embeddings for Layer Injection in Vision-Language Models Tarsier2: Advancing Large Vision-Language Models from Detailed Video Description to Comprehensive Video Understanding

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T06:33:14.955758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8af6555-174f-49e8-9fb3-4932eeb61e6d · outbound

This paper cites HiMix: Reducing Computational Complexity in Large Vision-Language Models.

LookME: Lookup-Based Multimodal Embeddings for Layer Injection in Vision-Language Models HiMix: Reducing Computational Complexity in Large Vision-Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T06:33:14.960504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42d5e4bf-7495-4e17-83bf-3cfd89cc6bfc · outbound

This paper cites GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning.

LookME: Lookup-Based Multimodal Embeddings for Layer Injection in Vision-Language Models GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-02T06:33:14.797043Z

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Observation 3caceb63-a5fb-44fe-8d15-e6ac4b03e2c4 · outbound

This paper cites Scaling Laws for Neural Language Models.

LookME: Lookup-Based Multimodal Embeddings for Layer Injection in Vision-Language Models Scaling Laws for Neural Language Models

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-02T06:33:14.541340Z

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Observation 968911c8-70be-4eee-8090-d09f98d0d120 · outbound

This paper cites BLINK: Multimodal Large Language Models Can See but Not Perceive.

LookME: Lookup-Based Multimodal Embeddings for Layer Injection in Vision-Language Models BLINK: Multimodal Large Language Models Can See but Not Perceive

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-02T06:33:14.400943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ec2d70e-32a6-46ad-8d09-a3446753db47 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

LookME: Lookup-Based Multimodal Embeddings for Layer Injection in Vision-Language Models Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-02T06:33:13.537859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f39be760-bfdb-4680-ac30-fe4801ecc271 · outbound

This paper cites DeepSeek-V3 Technical Report.

LookME: Lookup-Based Multimodal Embeddings for Layer Injection in Vision-Language Models DeepSeek-V3 Technical Report

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T06:33:14.128871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f5fc2fc-0d84-4509-993b-c3462782ca18 · outbound

This paper cites Qwen2.5-VL Technical Report.

LookME: Lookup-Based Multimodal Embeddings for Layer Injection in Vision-Language Models Qwen2.5-VL Technical Report

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T06:33:13.628554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33dd7702-4e23-4626-8262-b2c0afafed97 · outbound

This paper cites Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models.

LookME: Lookup-Based Multimodal Embeddings for Layer Injection in Vision-Language Models Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-02T06:33:13.744408Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.