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Paper Citation Record · LEDGER

FREE: Fast and Robust Vision Language Models with Early Exits

As of 18 August 2026, this Paper Citation Record lists 74 of 74 outbound references and 0 inbound Pith citation observations for arXiv:2506.06884.

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

pith.paper-citation-record.v1
2506.06884 v1

Coverage vector

measured 74 of 74 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:53:47.838293Z

measured 74 of 74 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

74 of 74 outbound references displayed

  • verified exact6
  • verified fuzzy1
  • unresolved67
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 311dfe1b-3ddf-4608-a66d-63c73e8966d3 · outbound

This paper cites online" 'onlinestring :=.

FREE: Fast and Robust Vision Language Models with Early Exits online" 'onlinestring :=

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:36.489336Z digest=sha256:e074d5d55ee2068b2e92cbea8679cb9a1205510e426042c87e89bb58f12cd823

Observation c35fae06-22de-4bca-99cf-5aa155393097 · outbound

This paper cites write newline.

FREE: Fast and Robust Vision Language Models with Early Exits write newline

Reference 2

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source=arxiv_source observed=2026-08-07T05:53:36.584516Z digest=sha256:454e5850707b48a34a6252fe9ecabbaacfb3a62cbc09ef8643d27485a4c7b0a8

Observation 03dc44a6-2bec-4e4b-9ea2-672cdb10e6c1 · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T05:53:36.696770Z digest=sha256:2f7ff3680265e7ab71e124ef5fa2c42e620f3ca355cf50f9e3eee33cd7577ed0

Observation b29631d8-8cc4-4ade-b4e7-b5edeada9f80 · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 4

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source=arxiv_source observed=2026-08-07T05:53:36.730134Z digest=sha256:b244daa0dcb239d6ee6ff525f69e1aabb8d5279504987d3bdc9d8d55a169431b

Observation d5e1aecd-7d7b-4e73-a77e-3db2354950d0 · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 5

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:36.838706Z digest=sha256:2bcfbf6f66d54181efeb943b9dbfbce65f60c09ea10657c4ba92f0417364952c

Observation 59f75b50-2937-4799-b6da-8e7170f9cf16 · outbound

This paper cites Bajpai, Aastha Jaiswal, and Manjesh K.

FREE: Fast and Robust Vision Language Models with Early Exits Bajpai, Aastha Jaiswal, and Manjesh K

Reference 6

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:36.926061Z digest=sha256:f8580c859da0165079bee88d4b726d8eb8a9c7ea5aa169c443945b6f774b7394

Observation 80d9bd8d-1e20-48d2-825e-0e31e4bd5b02 · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 7

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verified exact
doi, observed 2026-08-07T05:53:48.952444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T05:53:36.984546Z digest=sha256:87ac01eba63faa2f184f16b6247b82bee445e881b4d71fbfd7902b9e1f2e3dab

Observation 80564427-799a-4afe-8f40-3732c6eda1a5 · outbound

This paper cites Beem: Boosting performance of early exit dnns using multi-exit classifiers as experts.

FREE: Fast and Robust Vision Language Models with Early Exits Beem: Boosting performance of early exit dnns using multi-exit classifiers as experts

Reference 8

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verified fuzzy
raw_fallback, observed 2026-08-07T05:53:58.008294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T05:53:37.084579Z digest=sha256:d655b11b6618b36347ddb176a201658a4f588ab2c8d67d183b4d24b1c9d95fbd

Observation 8e80adf2-89c1-408a-948d-8cda5a7d7231 · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 9

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verified exact
doi, observed 2026-08-07T05:53:48.634872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T05:53:37.238867Z digest=sha256:9f6de65adc02cb085584cfe716a9592543825d98a7adfbd13a524ca518f59de5

Observation 81073248-7894-4520-8486-14ebd44f2aaf · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 10

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verified exact
doi, observed 2026-08-07T05:53:48.204216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T05:53:37.408195Z digest=sha256:f41ef9e3a683f6d9ae9728ec897c0709af6933dfaac97030fc60cf7832866e89

Observation aae1e876-738f-4df1-8500-89b6358907d6 · outbound

This paper cites Distributed Inference on Mobile Edge and Cloud: An Early Exit based Clustering Approach.

FREE: Fast and Robust Vision Language Models with Early Exits Distributed Inference on Mobile Edge and Cloud: An Early Exit based Clustering Approach

Reference 11

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T05:53:37.542639Z digest=sha256:6ff001bad1d16ea31b1ed2d5f557c11aede7cee048b1dc140df06d9c07f7367a

Observation d74c8fa6-ba8a-4628-8ae4-fe1d2f7d55aa · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 12

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 1e49e841-3348-4195-86a1-a246cbff22cc · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 13

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:37.735944Z digest=sha256:d24212c297a2108851f6958a7189cbd52d50e7bfc6cf3978f4ba919c7588b237

Observation 60cc44cd-4493-4bec-bb6f-dfd212747541 · outbound

This paper cites VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts.

FREE: Fast and Robust Vision Language Models with Early Exits VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts

Reference 14

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no resolver link, observed 2026-08-07T05:53:37.844491Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:37.844491Z digest=sha256:8955d29eb8fd5b67928c7c7c946c868d8cfc9a2574bbfad85ed1c19703c6a28a

Observation dcc339ba-06bb-4585-b40c-fa22882ee2d2 · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 15

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no resolver link, observed 2026-08-07T05:53:37.931208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:37.931208Z digest=sha256:f80169a5d094ff8a6e05b93f8ec3046af7eadbc5d97df82b9f70f6aadb68ef29

Observation 8589c101-3ffd-46e1-9d31-ff5f168631c6 · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 16

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unresolved
raw_fallback, observed 2026-08-07T05:53:57.669201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T05:53:38.076786Z digest=sha256:2c9e8fa653d887a74bbd5d4233d64f728c92040d0628b51bf26327e56c263d28

Observation 24044659-7e54-4c0b-b02c-68188c5ad7ef · outbound

This paper cites PaLI: A Jointly-Scaled Multilingual Language-Image Model.

FREE: Fast and Robust Vision Language Models with Early Exits PaLI: A Jointly-Scaled Multilingual Language-Image Model

Reference 17

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no resolver link, observed 2026-08-07T05:53:38.183748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:38.183748Z digest=sha256:b305af80884e0631d61f80c66ac60cfa7f7afa6f42ccc7c5acb7fab8ce1fd790

Observation fcf101c5-e3fe-43bc-bf48-796ab4995f1b · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 18

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:38.303957Z digest=sha256:b29674451c40ba1d36781bb9190fb0811bb70498a0a7f9bc31b2f5f3fbb0845f

Observation 9a1c7cd5-f611-4ea2-a1d1-64b6d9f6251f · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 19

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unresolved
raw_fallback, observed 2026-08-07T05:53:57.377242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation e4329277-f149-4506-9ae0-5d9f7f1820ec · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 20

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no resolver link, observed 2026-08-07T05:53:38.585110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:38.585110Z digest=sha256:8bf84d79cbb1ae024f30abc67bf06ede3c2782ec92e59dac301ddf34cff575aa

Observation 5e402a82-a285-4c66-9c37-69909beb0bc7 · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 21

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unresolved
raw_fallback, observed 2026-08-07T05:53:56.988138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 515143c3-5a7d-4a35-8fb1-8563a74cf3b7 · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 22

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unresolved
raw_fallback, observed 2026-08-07T05:53:56.632089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 2a141d8a-dd21-4595-b74e-c6caffb70a7f · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 23

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Unavailable: canonical work link unavailable.

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Observation d78d0f57-c94e-40ea-9d2f-daf3400b7a20 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

FREE: Fast and Robust Vision Language Models with Early Exits An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 24

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no resolver link, observed 2026-08-07T05:53:38.992957Z

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source=arxiv_source observed=2026-08-07T05:53:38.992957Z digest=sha256:5bbf271e43b2776dce2d888e0b0b95c37180f35d4ee2e0522bbe740c53069c2e

Observation 84e5f6e3-1a9b-4238-afad-aa5a5107671b · outbound

This paper cites LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding.

FREE: Fast and Robust Vision Language Models with Early Exits LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding

Reference 25

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no resolver link, observed 2026-08-07T05:53:39.154640Z

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Observation c216a1f2-f505-4ac3-a3c6-8a3573b7b8bc · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 26

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unresolved
raw_fallback, observed 2026-08-07T05:53:56.336425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 61776a2f-ae6f-4510-ac71-f99862661546 · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 27

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no resolver link, observed 2026-08-07T05:53:39.519452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:39.519452Z digest=sha256:d285d921967f1f31ff6475c77fdfd805326a53c8f98f7becbb26a39b0b8ca13a

Observation 04b2b58e-ca66-4e7a-bdaa-aac16d4c20bd · outbound

This paper cites From Images to Textual Prompts: Zero-shot VQA with Frozen Large Language Models.

FREE: Fast and Robust Vision Language Models with Early Exits From Images to Textual Prompts: Zero-shot VQA with Frozen Large Language Models

Reference 28

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unresolved
no resolver link, observed 2026-08-07T05:53:39.656550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 66a021c3-32af-45eb-b19b-b6f253bbc0ea · outbound

This paper cites Dynamic Perceiver for Efficient Visual Recognition.

FREE: Fast and Robust Vision Language Models with Early Exits Dynamic Perceiver for Efficient Visual Recognition

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-08-07T05:53:49.698885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 3ad5dbcc-e484-4ae1-b1b5-9c93dcc6b9dc · outbound

This paper cites Multi-Scale Dense Networks for Resource Efficient Image Classification.

FREE: Fast and Robust Vision Language Models with Early Exits Multi-Scale Dense Networks for Resource Efficient Image Classification

Reference 30

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no resolver link, observed 2026-08-07T05:53:40.150098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:40.150098Z digest=sha256:65c7771ba43c1c5e06eb3f3f8194153e93b65b158296c773c7843f79840c3d46

Observation 946fa354-6662-4b4b-bd6c-5de7d87a3c7e · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 31

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no resolver link, observed 2026-08-07T05:53:40.339216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation f2f523f3-ae48-4a4c-a0f9-d99ea0458e2e · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 32

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unresolved
raw_fallback, observed 2026-08-07T05:53:56.051800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation c9707262-5aeb-4be6-a204-1820e20f6b42 · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 33

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unresolved
raw_fallback, observed 2026-08-07T05:53:55.730718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T05:53:40.641679Z digest=sha256:7b8d38138cb277074d795a9e0afbe04e69f957299738cacbc5b09e41ab21674b

Observation 218f95d6-fb7f-4375-8b28-28a3cff0cb11 · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 34

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raw_fallback, observed 2026-08-07T05:53:55.411251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 6427b905-1ad3-453a-94d8-b00333dcc2aa · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 35

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raw_fallback, observed 2026-08-07T05:53:55.062077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 2a1b94fa-3ff0-4f23-a2ee-b5062b03bae9 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

FREE: Fast and Robust Vision Language Models with Early Exits Adam: A Method for Stochastic Optimization

Reference 36

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no resolver link, observed 2026-08-07T05:53:41.219811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 5a908f81-9ba8-4b50-8ed9-67864ef6b68e · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 37

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no resolver link, observed 2026-08-07T05:53:41.370877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation b6907642-a899-46a2-937a-1595f7a89412 · outbound

This paper cites LAVIS: A Library for Language-Vision Intelligence.

FREE: Fast and Robust Vision Language Models with Early Exits LAVIS: A Library for Language-Vision Intelligence

Reference 38

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no resolver link, observed 2026-08-07T05:53:41.528359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:41.528359Z digest=sha256:33525b93eadc220cfb1099ee82cf6556e4d7fb2e0a8a8c55525cea0cedee0448

Observation 3bb0a01c-0850-44b6-8666-c7678a1d0c91 · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 39

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unresolved
no resolver link, observed 2026-08-07T05:53:41.700216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:41.700216Z digest=sha256:39dddb148e99dcd403bf08fa5f5789ab519ff6a69228929da98bc5f48812d990

Observation bd2f55b0-fe31-4c72-9d3d-52a647275189 · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T05:53:41.906480Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:41.906480Z digest=sha256:3d2d2da55f42a1f1f06dc65284772003f4b1bc29d281cca70c6069628f30ce01

Observation 441b4ad2-5e19-42da-967d-3f89ba38df5b · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 41

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unresolved
no resolver link, observed 2026-08-07T05:53:42.129111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:42.129111Z digest=sha256:62fc428736183c6a7bc275d504200dfdc0eba4196da56d8e3215033ef2fdaf9e

Observation 5143137b-bc3d-4b54-b00a-aa92be3f77ff · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T05:53:42.313703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:42.313703Z digest=sha256:7b747536b9d5011c18bdd6da27a39866860f9563f0a1fc81549ad07e94ee6e62

Observation 95f97f05-aee6-4574-a24d-329d13ee9037 · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T05:53:42.480502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:42.480502Z digest=sha256:54ff74ca463121b150629b21f517e2bfb8d2fbfa5e91621287df01a7ceb4a92d

Observation 91a4c3fd-e9dd-4ee7-955d-63ed6b7c71b9 · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T05:53:42.684048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:42.684048Z digest=sha256:496ebef1d032f12508231f46fd8ef94d401b2ce0f4a6638a15fef7321383b31a

Observation 6280c279-e268-42ba-9e3f-4cea32d25f71 · outbound

This paper cites FastBERT: a Self-distilling BERT with Adaptive Inference Time.

FREE: Fast and Robust Vision Language Models with Early Exits FastBERT: a Self-distilling BERT with Adaptive Inference Time

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T05:53:42.838764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:42.838764Z digest=sha256:4cbee1b869e33b3716c6c8084fc710047ffed0a31a28bb447ca6b3f155d8d594

Observation 7d509d2d-a130-4d8a-ae4f-b91081ce3280 · outbound

This paper cites Towards Efficient NLP: A Standard Evaluation and A Strong Baseline.

FREE: Fast and Robust Vision Language Models with Early Exits Towards Efficient NLP: A Standard Evaluation and A Strong Baseline

Reference 46

Resolution
verified exact
local_arxiv, observed 2026-08-07T05:53:49.352919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T05:53:42.987624Z digest=sha256:5421ade6e64c92d4479271a7b0ab831bc973d999f5cc9b45e5be14a3303ca169

Observation 12f03232-93e6-4fb4-9636-402be8944fb8 · outbound

This paper cites MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting.

FREE: Fast and Robust Vision Language Models with Early Exits MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T05:53:43.130193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:43.130193Z digest=sha256:204abc7a6c5f299d6f7ffac6ce1018406e694f268ed06f0c214255c3111256f6

Observation c2cb234a-801f-4eca-86ae-79820d0fe0e3 · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T05:53:43.265338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:43.265338Z digest=sha256:51fc8b64a91d1450f1f1d7b669067429f344408ba792c5149f316374a51d64e8

Observation 30dfadc6-b804-40b5-a2c9-aff16b0396f3 · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T05:53:43.461611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:43.461611Z digest=sha256:72344038445bdd5d0572108ea4d98d2bca2f2271bf4c8a3b4343634e8f58bcfa

Observation cc495d8d-b1f6-48e2-8137-d3b678f29b7c · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:54.663672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T05:53:43.612836Z digest=sha256:2381145f516d902959e9da7ca47fce6d06993276f4c868b23555bf8fd30851cf

Observation ca996630-190d-446e-b0fc-e2e60d40c501 · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-07T05:53:43.761697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:43.761697Z digest=sha256:3449f51c38ca2e388fbea6ba55750c19534964d71a288ea0e2bf0c460692f05b

Observation 1b20672a-0e3e-41bc-83fc-91e48444528b · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:54.302299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T05:53:43.924145Z digest=sha256:7ecfdc9b149abc4527bc4a4c66b97e3902d50dc013c2de9f27a9f2edb6baf85e

Observation c0c1a9d6-8704-4a99-b447-aa94222680a3 · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:54.051961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T05:53:44.140518Z digest=sha256:80cdd1d8a1fac8e967c1dbd048709b3e2a86e872493275d8fbf63a9a470b7b3e

Observation 49a5fb29-1b84-4535-94c1-327d2b44d23f · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:53.676226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T05:53:44.309435Z digest=sha256:e3d975e70676371a5de06c406d15b73f4a279360e7cb5c5b454948dea725e889

Observation 33457ebf-634d-4ef1-b733-f6263fcfa8da · outbound

This paper cites Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training.

FREE: Fast and Robust Vision Language Models with Early Exits Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training

Reference 55

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unresolved
no resolver link, observed 2026-08-07T05:53:44.511807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:44.511807Z digest=sha256:80effc7bf62070ebdc9bb25383021bcb0521aecadde71eaa1267a00931c4db9d

Observation 82360b26-8976-4e1e-9ea3-99c90bc8880c · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

FREE: Fast and Robust Vision Language Models with Early Exits LLaMA: Open and Efficient Foundation Language Models

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T05:53:44.652627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:44.652627Z digest=sha256:80c38ecc4c1e1709dede46e8d045b31960a971569f8b10ca8b7741b89f8a613a

Observation 961526fd-f707-4f5b-b354-eb9c1173cac1 · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:53.317689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T05:53:44.825568Z digest=sha256:b24f65b0bb8686b993a5962dfe0bcfeb4566fdf3e7a6dceca5a755e889c93b54

Observation 7a4044cf-b300-44d1-ac4f-5c94f0701eb2 · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-07T05:53:45.002698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:45.002698Z digest=sha256:3c6c95b7b0987e0ad2a4f892752d152509800b546df6478d66234a94c5ff7414

Observation 130ebfe3-3ca4-49ea-b45b-39e88caa2cf0 · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:52.946123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T05:53:45.145829Z digest=sha256:9854d723b3d92568d47e2e40713824a8bcce90757033224fe4669ee817f9c0b8

Observation c7639c18-cdd9-4818-ac8b-d8b3c0b4429a · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:52.699601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T05:53:45.302270Z digest=sha256:945a235859fa49beb79673150c52869543549b75d9832aad4157eebcecd51331

Observation e3c4eb4f-5ae4-4bb1-a614-62768cdfc67b · outbound

This paper cites Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks.

FREE: Fast and Robust Vision Language Models with Early Exits Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-07T05:53:45.506331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:45.506331Z digest=sha256:92bb2d61c6da63d1584de81ca724ddf33276dd47ba3c79081ceeed609d381ffd

Observation b0e924db-1927-410b-88be-ec97b3d2c838 · outbound

This paper cites SimVLM: Simple Visual Language Model Pretraining with Weak Supervision.

FREE: Fast and Robust Vision Language Models with Early Exits SimVLM: Simple Visual Language Model Pretraining with Weak Supervision

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-07T05:53:45.667153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:45.667153Z digest=sha256:a1e5154c2898357d87190f0fec98170d7ae634a51b66b9342dcad55936738d7f

Observation 80603cfc-ecdf-4ed4-928d-cb2e3030a241 · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:52.330346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T05:53:45.825791Z digest=sha256:fc2f65ebc77ddb3873dcb791a65d21a1b93f4d45699c1583d5b66080e5187ed4

Observation a40d33dd-baa5-44a5-86fc-7dd146285b79 · outbound

This paper cites DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference.

FREE: Fast and Robust Vision Language Models with Early Exits DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-07T05:53:46.089881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:46.089881Z digest=sha256:0cd2c6c4e68f7d4cb256227d905d14fa53c321943664c26be77e005f81a0c9f2

Observation 90ea3191-bd5c-4b58-bbfe-c559af81b2b3 · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:51.963625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T05:53:46.259485Z digest=sha256:2218100303362be0af01ba2b39bac52662435552bdb3fe424133cad032f7ccd2

Observation 91644c81-a5f5-4f68-a16d-b45b1a3b89c3 · outbound

This paper cites FILIP: Fine-grained Interactive Language-Image Pre-Training.

FREE: Fast and Robust Vision Language Models with Early Exits FILIP: Fine-grained Interactive Language-Image Pre-Training

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-07T05:53:46.451945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:46.451945Z digest=sha256:e69071c11886844f9f8fc05273a324bb721a7466db5a5951687a4a6f735dfbda

Observation a6496b5e-469f-46b4-be45-68794774c80d · outbound

This paper cites CoCa: Contrastive Captioners are Image-Text Foundation Models.

FREE: Fast and Robust Vision Language Models with Early Exits CoCa: Contrastive Captioners are Image-Text Foundation Models

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-07T05:53:46.602808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:46.602808Z digest=sha256:44ce197231ff850f9c73448e0b3b09d7dc4021134abe663e378acc5af374cee0

Observation 1ce98ffb-22af-4a16-b054-9b9da64164e1 · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:51.577417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T05:53:46.763688Z digest=sha256:22020876dc8de3d573bdbaff1e8cba30e8e62601bbb5301fd3dcbdd703b25273

Observation 85f83bf8-c21b-4541-ad80-da5504833e20 · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-07T05:53:46.916090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:46.916090Z digest=sha256:f0f3a6468fd5fb53f68c9789b1d7050307ba5d2c7ec1d2a317780af5642ca573

Observation 71191ce3-53bc-4bc2-9f3e-5e26f924ec86 · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models.

FREE: Fast and Robust Vision Language Models with Early Exits OPT: Open Pre-trained Transformer Language Models

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-07T05:53:47.277608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:47.277608Z digest=sha256:94581114423f6f5d1847a2bdd51c46b1001c2f1039097e8c9f68dc90f342e153

Observation aa51abb3-72b3-414e-adbb-29b3c28ae733 · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:51.208747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T05:53:47.386243Z digest=sha256:30a4a3c4845d0a63881c602d57c48b0bb4310944107ea787844bdae1924b81c5

Observation 8e296145-11cc-4a37-b58a-477ac1ac3626 · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:50.851096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T05:53:47.535266Z digest=sha256:ed2611781f66c8a8f7c451c080a87adbca00e3e21a4ddb2f0c54660c1652989f

Observation b2b2ae5e-ea5d-4840-9c44-445d5c76163b · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

FREE: Fast and Robust Vision Language Models with Early Exits MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 73

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unresolved
no resolver link, observed 2026-08-07T05:53:47.681749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:53:47.681749Z digest=sha256:8d4d6461d19bfc7d1a48296c49f0f077056fd687866e00b8b8d3b0cecd962924

Observation eb801ee9-467a-4bda-9a4b-764e2468b3bf · outbound

This paper cites an unresolved cited work.

FREE: Fast and Robust Vision Language Models with Early Exits Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:50.418797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T05:53:47.838293Z digest=sha256:a03fac30746fdf269e02a307d52d71e386e03ff9dcadffbfb6ad56232b7e4b93

Pith citing papers

No inbound Pith citation observations are available.