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Paper Citation Record · LEDGER

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis

As of 8 August 2026, this Paper Citation Record lists 86 of 86 outbound references and 0 inbound Pith citation observations for arXiv:2607.25108.

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

pith.paper-citation-record.v1
2607.25108 v1

Coverage vector

measured 86 of 86 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T01:04:39.175120Z

measured 86 of 86 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

86 of 86 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved85
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e8e7fc13-386c-4e33-acdc-d2c7be4dd6e5 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:32.594726Z digest=sha256:d927820bec4cb1f2e33bc4ef1c9c015938c08f6b14609818fb72ce4ba05c8e13

Observation d8a6d94f-4d95-4411-b0d3-4ee924b96dfb · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 2

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source=pdf_text observed=2026-07-31T01:04:32.654840Z digest=sha256:9333cd1c6d1f799e9ab160a6c136b8c9b172d70c77c11a77c464de36731620c6

Observation fc8fa783-5639-4449-8d80-fc37a0d838d9 · outbound

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

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 3

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source=pdf_text observed=2026-07-31T01:04:32.736736Z digest=sha256:11d2e3ff7eec06a4ed8bd6186ad6239ab7f220e8e1827ac356b94d25719f9385

Observation 416f2b48-9b9c-4410-a224-e5b6e0a67a4b · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 4

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source=pdf_text observed=2026-07-31T01:04:32.806304Z digest=sha256:48f79d624d62cae9c93e3f9208a514f2bfba900f9a5085e14209ffab3c9f134b

Observation e883585c-3623-47c8-9e27-8c33834a9d28 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 5

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source=pdf_text observed=2026-07-31T01:04:32.872325Z digest=sha256:b2cc6ad304b8612cbca4830c2d93ecb90d1df43bb4bd55786c17fa6cb3c8a4a8

Observation c050369f-268a-4dba-a374-29b40708ea58 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 6

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no resolver link, observed 2026-07-31T01:04:32.941202Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:32.941202Z digest=sha256:8d0fdfe63eb61c184767052b87212a5660df1a51197a492ff9d8fc52a53f975e

Observation e7e08525-ce1e-4546-b7c7-d463aef1cc69 · outbound

This paper cites Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling

Reference 7

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source=pdf_text observed=2026-07-31T01:04:32.998030Z digest=sha256:f9abbc7ce2cfac38721d3a0233c1098f3021d1e9617d942c784dc33754e18684

Observation 8c59b366-7fad-4543-b986-825785e0be61 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 8

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no resolver link, observed 2026-07-31T01:04:33.038031Z

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source=pdf_text observed=2026-07-31T01:04:33.038031Z digest=sha256:f5db42e09ba5e1d99c2c2123aff7bb8c9cd9b38e23ae878a1114309b0f8c56d9

Observation 347e0e47-5c94-44f5-9cae-0639712bb7b8 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 9

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source=pdf_text observed=2026-07-31T01:04:33.100016Z digest=sha256:4911cf025eb218587bdfa3ac3dfcf75c078a8701364b05c9a1846cffafb39da0

Observation 6dd52481-d939-4065-a561-1aa3b8617e52 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 10

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no resolver link, observed 2026-07-31T01:04:33.154221Z

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source=pdf_text observed=2026-07-31T01:04:33.154221Z digest=sha256:a09a8496a5f88b8a0695f78a5dab83aa456ffcfb19faf770b4a4a9db4e12b756

Observation 995d63b1-8d92-4504-a7be-7b50d259acf8 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 11

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source=pdf_text observed=2026-07-31T01:04:33.215759Z digest=sha256:6904ede4a0d0553550e7e3e42e494363b741a131005123fb4f5b00af9a3b8ff6

Observation fb985261-5b2d-4d77-8c51-27c61a5af15c · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 12

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source=pdf_text observed=2026-07-31T01:04:33.351471Z digest=sha256:ec82c724c9074e6583d94f273232137fab1c56f6adfa143dffeac8b87429a5b1

Observation 0ed22e5c-f2fd-4c57-bfe6-489d2c228193 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 13

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:33.558142Z digest=sha256:a4aa048463a27f90acc4a49db2dc145cc14ef8e69259309619eac5988851f0b2

Observation 2c499c3c-e258-41a9-9b9f-08a020bfed10 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 14

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no resolver link, observed 2026-07-31T01:04:33.705415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:33.705415Z digest=sha256:e5802dcf7c0835f10ec4012ea25f900fa0aca13b3157bc725d024bcb989b976f

Observation 062ff0b0-f914-49bc-be65-cbd76f23e43b · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 15

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source=pdf_text observed=2026-07-31T01:04:33.814015Z digest=sha256:fd7cd4d338d09c74511bda9293b6e44a6779eca2d4e7c296c03386031c2e8d95

Observation 13dfe428-fbcb-49ae-8c5e-f984cd29eb91 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 16

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no resolver link, observed 2026-07-31T01:04:33.928297Z

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source=pdf_text observed=2026-07-31T01:04:33.928297Z digest=sha256:d328b76b458f30cd2f35399ec8ba22bf12ccbae9dd90cd3e75b8e5981689ae0d

Observation e59297c2-e66d-40d7-a713-7ca5788ea16e · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 17

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source=pdf_text observed=2026-07-31T01:04:34.044292Z digest=sha256:eeb8169eab344855a5ae46db062ccbdff049b05aefc2ea83da889a3af07874a0

Observation 23e86718-2491-4a04-a62c-a0d9f9899db9 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 18

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source=pdf_text observed=2026-07-31T01:04:34.164830Z digest=sha256:f52f7d8ead61968ba68d1dcc37f635dc0a093880108d674355c809e1dc94fea9

Observation 313702f3-622f-4de1-a3eb-b1b61dd421d7 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 19

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source=pdf_text observed=2026-07-31T01:04:34.224178Z digest=sha256:e39f4e6f74020b4a452cd336dddad1fdef30b6d43bf754050076faa7952fbb25

Observation dae6d3ab-f0e0-4f4a-b70a-68415a58ae2f · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 20

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no resolver link, observed 2026-07-31T01:04:34.295671Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:34.295671Z digest=sha256:b014ac94bd48eb1236407e466c5179e0891321df954fa69134115194ab43d521

Observation 2a0d5d0c-5977-4be9-8d5c-1a10842d68a9 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 21

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:34.350272Z digest=sha256:86d644c73621f60ef628a579c6a490c684039c32fd0155900ff424dab73ace00

Observation 97ffff9c-af78-4cc2-9efe-da95c1e9faf9 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 22

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:34.407006Z digest=sha256:581b124af3ff6a1cbf55a1343e2826f53baf10266eaa26631e1563d0c16911c9

Observation d8292a51-ca24-4a55-a66e-f1e33869f283 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 23

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unresolved
no resolver link, observed 2026-07-31T01:04:34.515729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:34.515729Z digest=sha256:f218a7c9ad2ea78dcbfe2e9b7b84b978bfea03d407c44718902ba32d0799a67d

Observation 1545483f-bdbf-4f83-80ec-66d9aae5427b · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 24

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no resolver link, observed 2026-07-31T01:04:34.565422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:34.565422Z digest=sha256:2850b63f74ef8ae532a39af0d4d77fd20e12ed23237740145c9ed2b52e5b5362

Observation 0c1af403-87ac-4168-8c6d-edc4e99205eb · outbound

This paper cites UniMed-CLIP: Towards a Unified Image-Text Pretraining Paradigm for Diverse Medical Imaging Modalities.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis UniMed-CLIP: Towards a Unified Image-Text Pretraining Paradigm for Diverse Medical Imaging Modalities

Reference 25

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Source-reported events for the cited work

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source=pdf_text observed=2026-07-31T01:04:34.630216Z digest=sha256:c298193c5f81a3ed1b3d31d87a79d33a31775350d485eb33b578010df6d5c279

Observation 6cd6ae1f-14e5-4623-8e46-0a6cd4263ac7 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 26

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:34.729267Z digest=sha256:a3e1dd7f5a8bc2033b00a4b582450256a1c6f96a94efda3d0b5235742d47ec2e

Observation 30b098a4-16bc-4552-8798-af175af70b62 · outbound

This paper cites Mastering Massive Multi-Task Reinforcement Learning via Mixture-of-Expert Decision Transformer.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Mastering Massive Multi-Task Reinforcement Learning via Mixture-of-Expert Decision Transformer

Reference 27

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Observation b6833870-758a-445e-a166-6f63763b5747 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 28

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no resolver link, observed 2026-07-31T01:04:34.898356Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:34.898356Z digest=sha256:b5758542bedaf882b52c7713b63233d0921b7a77b267633c8e77a370baf29577

Observation a92827a9-ff7f-4145-acea-0843218ae1ca · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 29

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:34.994747Z digest=sha256:c7e8220197d7503e6533bbeea192508f405d96dbdaa2f0eb58f2bef7ed094298

Observation ff5a4261-a1b5-4937-9814-8dfddb103d09 · outbound

This paper cites Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems

Reference 30

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source=pdf_text observed=2026-07-31T01:04:35.073728Z digest=sha256:8ba9dfd4d51b70efa58b9004d9ec542993948ecc55da859830567b3eb436efc9

Observation 14c48cf5-9320-49cc-9724-c2101f978f39 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 31

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no resolver link, observed 2026-07-31T01:04:35.197671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:35.197671Z digest=sha256:ea9f545d76bbf7e6aa9ce7677f7542936ce709989ff841ad54117498d8dcbe0c

Observation 7d2b020e-e995-44d4-af7f-cd866d44ced4 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 32

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source=pdf_text observed=2026-07-31T01:04:35.346989Z digest=sha256:0caa6af5a8ed8ed84ff855a904f01cfe8da11b854f83b8a19f22c39ead392781

Observation 0045b86e-9056-4df2-b47b-e9b4e4c33130 · outbound

This paper cites Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models

Reference 33

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source=pdf_text observed=2026-07-31T01:04:35.429543Z digest=sha256:a52896b6926ce4914d0887ef4499f02ab1c8bcc2fa350738f0f9d1691dbd09ba

Observation 5db2cb00-24d8-4299-9951-726bc392ffad · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 34

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:35.530974Z digest=sha256:c8eae77eb5ef5612d8ab1d2c9dd2477e6e3c46622a4a8ba394684f09db950f94

Observation f597d98c-11be-4c43-8043-06bfd216f614 · outbound

This paper cites Semi-WTC: A Practical Semi-supervised Framework for Attack Categorization through Weight-Task Consistency.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Semi-WTC: A Practical Semi-supervised Framework for Attack Categorization through Weight-Task Consistency

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:35.605699Z digest=sha256:64f268bb6522987db1cbf43f7252136eaa2aa0ba32233d92c6398749365f5c5c

Observation e671beee-e0b5-4851-9842-a38f3982dd93 · outbound

This paper cites Kinahan, and Qingqi Hong.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Kinahan, and Qingqi Hong

Reference 36

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:35.667195Z digest=sha256:f3dab7bb5a9300f18fdf17319d0188f1b9e5bc12e56fa7f6961fdf5b74128b1c

Observation e4e05d06-610b-481b-81e8-ede5acbbc368 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 37

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no resolver link, observed 2026-07-31T01:04:35.773925Z

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source=pdf_text observed=2026-07-31T01:04:35.773925Z digest=sha256:56e72c1b849b7d045c39166f03512be16f5707b7e8a59e7b6e2137e30bdf0294

Observation 07a1809b-ec7b-4a6c-8533-65c5568d81b1 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 38

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:35.843905Z digest=sha256:13e46ff0da8458e452a00a1f0677a80cb915dcb760cfeb108bc719019f6d71e0

Observation da1bad22-b348-4cb4-a3e3-cb8b5c5724c5 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 39

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no resolver link, observed 2026-07-31T01:04:35.953391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:35.953391Z digest=sha256:20f8727332d1ba430112f6d5f4e4cfb7eed645f7b5d63451b46f382761e80dde

Observation b9852b0b-046b-49f9-be51-fca7b2329e80 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 40

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Observation d66163ca-2c9b-4322-a747-4cc7bd5bf7ee · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 41

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source=pdf_text observed=2026-07-31T01:04:36.115150Z digest=sha256:03f326e11da37320dc403da0fd33e617aae6ae57eb00ea5861ad3894c1c5e39a

Observation 964ead24-5618-48be-8777-55546a94ef37 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 42

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source=pdf_text observed=2026-07-31T01:04:36.193988Z digest=sha256:e1b28c9b0ed6cb8332faccfb2355187016199c5ff82841bd3c4aeec463ef3d5b

Observation 0fd2d6e1-547c-400f-9809-4f972ef3200f · outbound

This paper cites Ensemble learning of foundation models for precision oncology.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Ensemble learning of foundation models for precision oncology

Reference 43

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source=pdf_text observed=2026-07-31T01:04:36.353750Z digest=sha256:30b7dea46044f5f9923086c8db10984224a1eeaf94d2df3c1d84d0de0b446431

Observation 7bc8917e-ff8e-42e5-bc4a-5abfd22c1919 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 44

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source=pdf_text observed=2026-07-31T01:04:36.421371Z digest=sha256:658ddae9c77b46ad87b2fd11f63937907b40f50795116ff2a2cb9440c40c2073

Observation 55df4134-760d-4949-be19-1a852717e0d9 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 45

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source=pdf_text observed=2026-07-31T01:04:36.510685Z digest=sha256:526e745c66df77d93e76a2f62f4c7a7b2cc05a865d46d6f867f0bd7860807e0f

Observation f155f3fb-5b5c-43db-9585-720d07b21a76 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 46

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source=pdf_text observed=2026-07-31T01:04:36.582077Z digest=sha256:b7e9fc2831f3a85782a1c1c16b2561b62a8f408f5f55959937b7a673980bc7d8

Observation a95713dc-a2c0-4392-9dec-8c06808dac24 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 47

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source=pdf_text observed=2026-07-31T01:04:36.719689Z digest=sha256:fc8054f9fe61066a59563b11e9da277b2ba01fcc6ca6238b376e2dde7de051d4

Observation 8b57f5de-43a4-4ac6-a4f9-4b9eadf412a1 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 48

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source=pdf_text observed=2026-07-31T01:04:36.805518Z digest=sha256:7cad25c6938c47d24e65e5531f240069d67f10053651513fc8961b8b8b5ca515

Observation f84421f8-403d-403c-9ae3-b03a5b2a03fa · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 49

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source=pdf_text observed=2026-07-31T01:04:36.870276Z digest=sha256:ecb3e474cdf00c63106da0b8cb9340056d8f7d6d4aeb532df4d1ce9eb29c91dd

Observation 89495090-524f-48ed-a75e-4936678f347d · outbound

This paper cites MosMedData: Chest CT Scans With COVID-19 Related Findings Dataset.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis MosMedData: Chest CT Scans With COVID-19 Related Findings Dataset

Reference 50

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source=pdf_text observed=2026-07-31T01:04:36.956206Z digest=sha256:52e59472236ef682c631877cc455fe817c132f40e527f35f6cb6aabaabe37f2f

Observation 806268aa-c67f-408a-9263-f2c2e907583f · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 51

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source=pdf_text observed=2026-07-31T01:04:37.030295Z digest=sha256:ea2ca2e3f8ee42d1058666cd0c2d5b9e4e1ec32670550b607106d3f4f8a9e2f6

Observation 0b2a9f96-e28a-4a55-8b7f-d2fd9ccb2c1f · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 52

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source=pdf_text observed=2026-07-31T01:04:37.091276Z digest=sha256:c775797e0a5b541b90f70b92c08e72d9b08376734b6a53efa305097a64682efb

Observation c002dbd4-8dd0-45d0-9d13-defc5b63a273 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 53

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source=pdf_text observed=2026-07-31T01:04:37.174281Z digest=sha256:9bb914235f980ec50455ee309640e6bdd0f4e6379a7aa8db73d8fbf60ca8402a

Observation 784fdba6-7cc6-46aa-9839-a2eff7d5205e · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 54

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source=pdf_text observed=2026-07-31T01:04:37.258864Z digest=sha256:12a46aa39215ed7e0b25f19c739ae42873d4736511bc92d67df86012c1589f82

Observation 3057f592-4bd8-47e6-925e-84ed70e855b6 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 55

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source=pdf_text observed=2026-07-31T01:04:37.319492Z digest=sha256:583beae403690388b4659c6a1978a841a54c47f98b6e97c64b79c5219c5526cd

Observation b8842818-52e1-4476-ad93-83cf74e38f87 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 56

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source=pdf_text observed=2026-07-31T01:04:37.436160Z digest=sha256:1f6243fa09deb613441aba02acd396d167e29e79c24369db4e49c8526aa7c906

Observation b542cf6a-d3d7-4a87-9ada-47e6d01e83a1 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 57

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source=pdf_text observed=2026-07-31T01:04:37.512163Z digest=sha256:125a8972a41e0ac53b5f4395d96a98695e6a6b50ed9121df9204fb8d731c1aef

Observation a1198bb3-8ef0-42c9-a1c7-2732757e14fc · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 58

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source=pdf_text observed=2026-07-31T01:04:37.584015Z digest=sha256:2552faa31dfb9b89ec8b458e6c7b09a7b1a3f156ad6f0fe81e90c3e808c60254

Observation e024b357-61fd-4ce6-937c-e0ffcf90298e · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 59

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source=pdf_text observed=2026-07-31T01:04:37.678302Z digest=sha256:bc52fc4eab7c95764e8959112c24db66342e0220d1d733db7689b153e5bd5108

Observation f2c796e4-ef8a-4ca5-9b85-a7f8a5730e79 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 60

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source=pdf_text observed=2026-07-31T01:04:37.735449Z digest=sha256:37dd802d0e66034f8877922b7eb646acf0714181d1086a466c8e6ba474b45fdb

Observation 3b2d7f80-45c3-4bf4-aca8-a7b77c0494fc · outbound

This paper cites Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer

Reference 61

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source=pdf_text observed=2026-07-31T01:04:37.827327Z digest=sha256:b342280667d0eb67ee94f5c5df89b768fd5f97347ad418ce5329016f4f655bfb

Observation a387d06a-bf82-4803-8899-fb97c0f4ef76 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 62

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source=pdf_text observed=2026-07-31T01:04:37.915926Z digest=sha256:e5bed3a19fcfb123e2806d8552fffb2f18644a097bce3fb43f9f2572ba37754b

Observation a995f588-076f-4460-903b-d5820e3cfa24 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 63

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source=pdf_text observed=2026-07-31T01:04:37.952144Z digest=sha256:bed2e4bba256250067144ce45d14f69f594714114dabd3de75088cd2146ab744

Observation 9b2b289b-53c5-4e8d-810f-4277793e5d1c · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 64

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source=pdf_text observed=2026-07-31T01:04:38.001917Z digest=sha256:93610476b758b3c615028940b046a1eca104ac30d5329bb58fc39601cb46214e

Observation 80e13255-2256-42e1-b895-aede115bad36 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 65

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source=pdf_text observed=2026-07-31T01:04:38.118525Z digest=sha256:41ffbf68f826ac1aece474dc55241d2d7d218baf7b7febc5753411fa60ce3e44

Observation f8dce2c4-29d6-4ce1-a438-aed76d315348 · outbound

This paper cites Mixture-of-Agents Enhances Large Language Model Capabilities.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Mixture-of-Agents Enhances Large Language Model Capabilities

Reference 66

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source=pdf_text observed=2026-07-31T01:04:38.212383Z digest=sha256:f12b10663a8e1040aefda9600412c3f28990d0bb724f469302878fd76abd728a

Observation 39ef1e3c-119d-4790-a8fa-6b0b963f6cec · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 67

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source=pdf_text observed=2026-07-31T01:04:38.271342Z digest=sha256:81b9966a8f74e927957b9843686cd89adaf0cdd210f18ae0488b4f00811796f0

Observation 8b8c3d2d-c0b6-4972-9108-bc49c0181775 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 68

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source=pdf_text observed=2026-07-31T01:04:38.322100Z digest=sha256:9623e0831b78de1937919ebb927552c357ef06b99186a19d8ac5f8c9e6b5be3a

Observation d8e2a954-662e-45b9-aba1-06baea1e74a5 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 69

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source=pdf_text observed=2026-07-31T01:04:38.387491Z digest=sha256:52b516ace9c781a38efba884e5e836d269cfb26c36a6cc99eece5c1a44ee8791

Observation 338eb182-32ea-43cb-a9ad-46c9ad9070eb · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 70

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no resolver link, observed 2026-07-31T01:04:38.452421Z

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source=pdf_text observed=2026-07-31T01:04:38.452421Z digest=sha256:1ec01ab59727435873e2236d870d330552aba6dc6baa82ae465157710bd79356

Observation 7c37ca0d-5120-4aa1-9ff6-9f3d97151718 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 71

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source=pdf_text observed=2026-07-31T01:04:38.587339Z digest=sha256:f018f81af2e063dade937c944b39b3174317e57a03509cfee9107c6f91406f15

Observation 82ebdc45-d41c-4107-b7e6-16477688204e · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 72

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source=pdf_text observed=2026-07-31T01:04:38.652649Z digest=sha256:682b466b2b81f327b848487ab32a2ee4b9fad012885541fc1678a69b319d8a89

Observation ce8ace50-619b-4427-89c0-7c85d1c6c55d · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 73

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no resolver link, observed 2026-07-31T01:04:38.724617Z

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source=pdf_text observed=2026-07-31T01:04:38.724617Z digest=sha256:7a18572a5257a68aa9fa8db725d105375890aa29cd681cc13dabaf4d53d76258

Observation 77f9b742-2508-4683-8c50-79c29328009a · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 74

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source=pdf_text observed=2026-07-31T01:04:38.796106Z digest=sha256:fd5623d4ae81586d539d0553b163995371533f66703a54571da11188dfb5e7f5

Observation 6f6de664-ca8a-4bbe-9f75-0210aeffb7fe · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 75

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Source-reported events for the cited work

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source=pdf_text observed=2026-07-31T01:04:38.855620Z digest=sha256:a70d0056379b953b9d3a5a06cb18c1401385f02f9ba7087943a8e5de3526f263

Observation 9590be37-f940-46cc-8d37-057c1c5c6e6b · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 76

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no resolver link, observed 2026-07-31T01:04:38.928367Z

Source-reported events for the cited work

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source=pdf_text observed=2026-07-31T01:04:38.928367Z digest=sha256:534f7a157740db9ede1b22bd2ad43114791458961fe1ee7376da89e077169d50

Observation 9a15364e-f26b-40ee-97ee-bd41749bde26 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 77

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no resolver link, observed 2026-07-31T01:04:39.005323Z

Source-reported events for the cited work

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source=pdf_text observed=2026-07-31T01:04:39.005323Z digest=sha256:7b9d1d7ad80a1b4c238bed37bfb1d83f8af0f7d47c2724335bb31f770ec9b442

Observation 4dc41357-9165-473e-8623-9eb0621c0d07 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 78

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no resolver link, observed 2026-07-31T01:04:39.047948Z

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source=pdf_text observed=2026-07-31T01:04:39.047948Z digest=sha256:740c26b74fa06872cfb65f7a841ae9c668296eafd4c1764b094ae1edad513005

Observation cea9df70-6a09-4299-9d4e-6f0251921635 · outbound

This paper cites simply using more models.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis simply using more models

Reference 79

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no resolver link, observed 2026-07-31T01:04:39.108084Z

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source=pdf_text observed=2026-07-31T01:04:39.108084Z digest=sha256:ee2c8f7c4d6a21d5b830e1fe50878194046614164310ff929427f8a869eb12f7

Observation f5026eb4-429a-4523-87e0-7707ffdca5ad · outbound

This paper cites zero- retraining.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis zero- retraining

Reference 86

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no resolver link, observed 2026-07-31T01:04:39.175120Z

Source-reported events for the cited work

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source=pdf_text observed=2026-07-31T01:04:39.175120Z digest=sha256:070b87854384749b813b83a5c3ae81edf711b6e8b65d37feaebd864480a06290

Observation b72fcd32-1d9b-4a93-9d34-c3e3432aab0e · outbound

This paper cites InProceedings of the IEEE conference on computer vision and pattern recognition.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis InProceedings of the IEEE conference on computer vision and pattern recognition

Reference 2017

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no resolver link, observed 2026-07-31T01:04:34.465901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ac6789a4-ce36-445a-a265-f41ff8bf8e88 · outbound

This paper cites Advances in neural information processing systems32 (2019).

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Advances in neural information processing systems32 (2019)

Reference 2019

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no resolver link, observed 2026-07-31T01:04:36.273426Z

Source-reported events for the cited work

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source=pdf_text observed=2026-07-31T01:04:36.273426Z digest=sha256:43248aff47f6cb1b8d79f869df3950788d5b192a90cb98d9873cb6fa5de2e8d6

Observation 72f69634-940c-496b-b57a-6358f071997e · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 2022

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no resolver link, observed 2026-07-31T01:04:38.157205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:38.157205Z digest=sha256:f62ded2c6803c24ff3bc0e756b49656390f7a9dd7bd988d94dbbfedba92b45c4

Observation bcbaeffd-1170-49f7-9273-4a95e990ae0b · outbound

This paper cites 10237–10257.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis 10237–10257

Reference 2023

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no resolver link, observed 2026-07-31T01:04:37.384347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:37.384347Z digest=sha256:84f4d62463e07c9e08f956ad96d51ea4f3bdf428fabfca8afd02acd325b1dfff

Observation cb4d23c8-1fef-45f8-958b-d255d602f2f2 · outbound

This paper cites InInternational Conference on Medical Image Computing and Computer-Assisted Intervention.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis InInternational Conference on Medical Image Computing and Computer-Assisted Intervention

Reference 2024

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unresolved
no resolver link, observed 2026-07-31T01:04:38.517870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:38.517870Z digest=sha256:1850a587af7670bf4a951b9034d8d669b7dad12ceec5c1e1883b7d1c41204064

Observation 2405bf7d-79d1-4a98-a805-a6d160f714f8 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 2025

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unresolved
no resolver link, observed 2026-07-31T01:04:38.054453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:38.054453Z digest=sha256:967c71d4b2ae0ec5e96224a863f55b650fded2ad6ca96bd4674c8338c9c45e0a

Pith citing papers

No inbound Pith citation observations are available.