Paper Citation Record · LEDGER

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models

As of 9 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 3 inbound Pith citation observations for arXiv:2507.02279.

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

pith.paper-citation-record.v1
2507.02279 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:38:32.385290Z

measured 64 of 64 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T23:46:51.573559Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T23:04:01.690792Z

Reference resolution

61 of 61 outbound references displayed

verified exact0
verified fuzzy3
unresolved57
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 45eb87ab-6ff5-493e-a973-cf7ec64bea59 · outbound

This paper cites Flamingo: a Visual Language Model for Few-Shot Learning.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Flamingo: a Visual Language Model for Few-Shot Learning

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:27.564674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96eb1822-64cc-4d7c-84a2-ac44ece64baf · outbound

This paper cites an unresolved cited work.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:38:36.847545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7d6fbd43-f331-4876-80a2-74e42192b808 · outbound

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

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:27.710290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56be8d51-f16c-42ba-8ff6-0a3146a356c9 · outbound

This paper cites Lang, Sourabh Vora, Venice Erin Liong, Qiang Xu, Anush Krishnan, Yuxin Pan, Giancarlo Baldan, and Oscar Beijbom.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Lang, Sourabh Vora, Venice Erin Liong, Qiang Xu, Anush Krishnan, Yuxin Pan, Giancarlo Baldan, and Oscar Beijbom

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:36.660592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 77b8ae74-2198-4544-ae4a-36cf17682180 · outbound

This paper cites an unresolved cited work.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:38:36.463665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4bd692fd-34dc-4c9c-b8cf-9769beced048 · outbound

This paper cites Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:27.955343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6613ff63-f640-43a2-9ede-d4c90e2959af · outbound

This paper cites an unresolved cited work.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:38:36.279083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 75d88921-2c27-4bab-85c8-9e2c495c3aa1 · outbound

This paper cites an unresolved cited work.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:38:36.099822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation caede71e-f96d-48ed-a41c-f6beb86262e0 · outbound

This paper cites Are We on the Right Way for Evaluating Large Vision-Language Models?.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Are We on the Right Way for Evaluating Large Vision-Language Models?

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:28.170493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1e7c77a-1365-4953-b547-1bc2f226a3bb · outbound

This paper cites How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:28.234804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd48b81d-8482-4fdd-a5c7-a0573699a3de · outbound

This paper cites InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:28.279660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd4da050-87f3-4fbe-a149-ff457942a408 · outbound

This paper cites PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:28.365050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f6ae646-e0b0-4d41-84a5-e53dd7dd9545 · outbound

This paper cites MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:28.429443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc6868f7-3f3d-4eb3-beb1-bd800e08d314 · outbound

This paper cites MobileVLM V2: Faster and Stronger Baseline for Vision Language Model.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models MobileVLM V2: Faster and Stronger Baseline for Vision Language Model

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:28.510632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3e5d3dd-996c-4798-870b-8f3b917fb0bc · outbound

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

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:28.573025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a26c49c9-2976-4085-b180-0cb9d3af72cb · outbound

This paper cites Multimodal Autoregressive Pre-training of Large Vision Encoders.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Multimodal Autoregressive Pre-training of Large Vision Encoders

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:28.632831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9b2e771-522f-4535-b467-592bbc13bcc1 · outbound

This paper cites Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:28.675201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1a4f98a-1838-4266-8391-2cfa32afdb38 · outbound

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

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models BLINK: Multimodal Large Language Models Can See but Not Perceive

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:28.730737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6c081ea-a824-4099-9d7e-dffb9f08d1b4 · outbound

This paper cites 3D-LLM: Injecting the 3D World into Large Language Models.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models 3D-LLM: Injecting the 3D World into Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:28.791020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 684a27d0-e59a-4b31-838d-91b7f8f1041e · outbound

This paper cites Learning to Describe Differences Between Pairs of Similar Images.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Learning to Describe Differences Between Pairs of Similar Images

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:28.839944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96fb4c26-88ca-4001-acb5-51d0716555fa · outbound

This paper cites Gemma 3 Technical Report.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Gemma 3 Technical Report

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:28.915132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18b1bc50-ac44-491b-acfc-06a6ae011c74 · outbound

This paper cites A Diagram Is Worth A Dozen Images.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models A Diagram Is Worth A Dozen Images

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:28.998815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea5fccea-bfb3-473f-a75a-2b4aa61e554d · outbound

This paper cites AVG-LLaVA: An Efficient Large Multimodal Model with Adaptive Visual Granularity.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models AVG-LLaVA: An Efficient Large Multimodal Model with Adaptive Visual Granularity

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:29.091565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9809df1-5b6a-4630-8349-c8edef12dc28 · outbound

This paper cites an unresolved cited work.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:29.185593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01d5f8f4-2618-49d7-8e6d-ff9664f1b977 · outbound

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

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models LLaVA-OneVision: Easy Visual Task Transfer

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:29.262223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f51bc516-a37c-4429-bd80-b08dcedba05f · outbound

This paper cites SEED-Bench: Benchmarking Multimodal LLMs with Generative Comprehension.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models SEED-Bench: Benchmarking Multimodal LLMs with Generative Comprehension

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:29.356941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34958276-5601-46d2-a9fe-fc054773bdba · outbound

This paper cites LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:29.433115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff1baa90-96ec-421e-b2f2-4d87c4cdd1f2 · outbound

This paper cites an unresolved cited work.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:38:35.974131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c934db64-3e50-42a6-b795-2596f8f744e4 · outbound

This paper cites TokenPacker: Efficient Visual Projector for Multimodal LLM.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models TokenPacker: Efficient Visual Projector for Multimodal LLM

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:29.543299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3402898e-e1b4-46ec-bee6-7ef9ab791b52 · outbound

This paper cites an unresolved cited work.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:38:35.857868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f2a2ffec-66df-4cda-a57d-fab3e0840b24 · outbound

This paper cites an unresolved cited work.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:38:35.670119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e87ff870-e169-4340-b05f-d5365e1ee444 · outbound

This paper cites an unresolved cited work.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:29.802220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ce3b2bb-fc0d-4ffc-9dd8-2b404bf4b475 · outbound

This paper cites Visual Instruction Tuning.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Visual Instruction Tuning

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:29.866140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e178c9b-eb14-4504-aba2-7da9adfe3b1b · outbound

This paper cites What Large Language Models Bring to Text-rich VQA?.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models What Large Language Models Bring to Text-rich VQA?

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:29.985659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b7a0d1f-f32b-45fc-bde1-3cc079cb8293 · outbound

This paper cites an unresolved cited work.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Unresolved cited work

Reference 35

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 48ae9154-6455-4740-9750-a32c2ad19818 · outbound

This paper cites InternVL-X: Advancing and Accelerating InternVL Series with Efficient Visual Token Compression.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models InternVL-X: Advancing and Accelerating InternVL Series with Efficient Visual Token Compression

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:30.064975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 468d22ad-8ab8-4b9f-b59b-9d312cb0db29 · outbound

This paper cites EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:30.134630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1200b95-bdb6-409e-ab62-b0f44ef5bc3e · outbound

This paper cites ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:30.194895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23e8eb76-4365-4923-9169-307a01d86f3e · outbound

This paper cites an unresolved cited work.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:38:35.163832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 430a8010-0505-408a-a53b-b1ddfc928d89 · outbound

This paper cites Manmatha, and C.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Manmatha, and C

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:34.905992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bdd09533-6b82-46f0-921e-33d77498e756 · outbound

This paper cites Perception Test: A Diagnostic Benchmark for Multimodal Video Models.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Perception Test: A Diagnostic Benchmark for Multimodal Video Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:30.481104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0c5378c-1977-4616-9ceb-5d27526d1c01 · outbound

This paper cites Multi-Image Visual Question Answering.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Multi-Image Visual Question Answering

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:30.602789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f07f6cfb-786e-498d-83da-39dd7c4785f2 · outbound

This paper cites an unresolved cited work.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:38:34.718389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 067556ee-575c-437a-be1d-9ef6674c6a55 · outbound

This paper cites an unresolved cited work.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:30.765419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e27a2d7-5a94-40e4-92bb-6e9d5a6a233a · outbound

This paper cites Aitken, Rob Bishop, Daniel Rueckert, and Zehan Wang.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Aitken, Rob Bishop, Daniel Rueckert, and Zehan Wang

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:34.482370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d92d97ae-7ffb-4016-9bdb-12e8a7830f2e · outbound

This paper cites an unresolved cited work.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:38:34.257481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7482c423-93bf-4643-bbc4-1e277a0f76ca · outbound

This paper cites NLVR2 Visual Bias Analysis.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models NLVR2 Visual Bias Analysis

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:30.958476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b850ff87-f508-44f5-92d4-3fc5b3d01f4d · outbound

This paper cites Visual Storytelling.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Visual Storytelling

Reference 48

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T20:38:32.685743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7c35b610-cf1d-493e-9a50-fdb95330df3d · outbound

This paper cites MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:31.214733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e360d848-1f3e-45bf-bdc2-152f0015cf5e · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:31.337702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a47cc575-87af-4819-83cc-515df417841f · outbound

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

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models CogVLM: Visual Expert for Pretrained Language Models

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:31.429497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3c78e87-7777-4fb2-900b-a218944e0aef · outbound

This paper cites Q-Bench: A Benchmark for General-Purpose Foundation Models on Low-level Vision.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Q-Bench: A Benchmark for General-Purpose Foundation Models on Low-level Vision

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:31.498256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f4c5067-3c3c-4df1-a3a6-4bfeb82af34f · outbound

This paper cites an unresolved cited work.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:38:34.028934Z

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LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models Fit and Prune: Fast and Training-free Visual Token Pruning for Multi-modal Large Language Models

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Stateful Token Reduction for Long-Video Hybrid VLMs LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models

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