Paper Citation Record · LEDGER

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels

As of 13 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 1 inbound Pith citation observation for arXiv:2507.17653.

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

pith.paper-citation-record.v1
2507.17653 v2

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:49:04.328773Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-01T00:05:08.730791Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T00:15:09.621765Z

Reference resolution

53 of 53 outbound references displayed

verified exact7
verified fuzzy5
unresolved39
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6a63e679-d735-436d-a65e-b90e4623b919 · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:13.608316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f20ac918-7240-4ddf-a5a5-b02ccd72334a · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:13.383959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 22b5a818-467d-41d4-b7c1-a5143295a969 · outbound

This paper cites Max-MIG: an Information Theoretic Approach for Joint Learning from Crowds.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Max-MIG: an Information Theoretic Approach for Joint Learning from Crowds

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-06T14:49:06.108853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4ba3ddac-0992-4745-b708-6557f92a3fc4 · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:13.305894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4d7f8b1f-8a93-4774-8336-b7bf4c49cf18 · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 5

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T14:49:05.961802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 77fbfd45-478e-4f58-9a85-abaa28d7114f · outbound

This paper cites TAX: Tendency-and-Assignment Explainer for Semantic Segmentation with Multi-Annotators.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels TAX: Tendency-and-Assignment Explainer for Semantic Segmentation with Multi-Annotators

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T14:48:58.610995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf319d25-2caf-460a-a995-83d8d453169c · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:13.170808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 61af2330-6c5c-4d61-a393-5748e5f0a270 · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:12.835891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 37eb3230-0108-4584-8505-c6caf5c792ad · outbound

This paper cites Multi-annotator Deep Learning: A Probabilistic Framework for Classification.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Multi-annotator Deep Learning: A Probabilistic Framework for Classification

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-06T14:49:05.649423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7cbd7fdd-d4b1-40d0-afff-e9a928f00f9e · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T14:48:59.178372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f660300-7182-484c-9642-3031acf2b995 · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:12.533436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4fccea07-e11a-4c2e-bf4f-2cf9bb2f91da · outbound

This paper cites Noise Correction on Subjective Datasets.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Noise Correction on Subjective Datasets

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-06T14:49:05.416890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e649d791-ac9e-4522-b7c3-a0feefbf236b · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:12.134375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5baa1072-ffcf-43d3-9e48-83d4085c19fc · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T14:48:59.736717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 317e8fb8-6c74-453a-9302-bde79da95abc · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:11.774858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6d0b3bf5-4b93-46db-b456-274b35a036b4 · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:11.482799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fd8e2802-5080-44cf-8365-118fa8b1b3f8 · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:11.175557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 17007d3f-990c-4577-8b9f-1f1137058ffe · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:10.948885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4c1b5920-19b7-433f-b929-3a550da52202 · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:10.812350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7eaf62ea-2763-4548-93c7-e23df9a14974 · outbound

This paper cites Sparse Probability of Agreement.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Sparse Probability of Agreement

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-06T14:49:05.182887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ec4f8d49-7a3b-4d48-96b2-07f8f311d2e7 · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:10.618666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 268bc4ff-530f-4260-91a5-355226913ef8 · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:10.427612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9425ff6e-d15d-470d-b10a-d37bf0e7f984 · outbound

This paper cites MURA: Large Dataset for Abnormality Detection in Musculoskeletal Radiographs.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels MURA: Large Dataset for Abnormality Detection in Musculoskeletal Radiographs

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T14:49:01.104369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca8aae9d-6230-4e76-aa7d-ef33c7b64dce · outbound

This paper cites Raykar, Shipeng Yu, Linda H.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Raykar, Shipeng Yu, Linda H

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:49:10.274965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d490e675-7e7f-44bc-998d-0c5c55108d07 · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:10.083283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 90f72196-b8d1-4f9e-aa53-d012cc75cba5 · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:09.905168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 401d109b-8e20-43c4-b38d-99478e407fc6 · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:09.773686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8a34f35a-e91d-43f3-9453-ed989e89b47d · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 29

Resolution: verified exact; doi, observed 2026-08-06T14:49:04.536436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ee2c3943-4939-48f7-8bdc-2f47343c5614 · outbound

This paper cites 3DFacePolicy: Audio-Driven 3D Facial Animation Based on Action Control.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels 3DFacePolicy: Audio-Driven 3D Facial Animation Based on Action Control

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-06T14:49:04.903816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3049605f-fa01-4924-9272-f877e1ffdfb2 · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:09.564890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation faef9782-5579-4681-ab25-e363e971a7fc · outbound

This paper cites EVA-CLIP: Improved Training Techniques for CLIP at Scale.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels EVA-CLIP: Improved Training Techniques for CLIP at Scale

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T14:49:02.372690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 930025e3-f94c-48b8-a85b-6dd38f3d0bae · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:09.406514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f12c2002-6e42-4f96-852e-5af1b0b243de · outbound

This paper cites Alexander, and Nathan Silberman.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Alexander, and Nathan Silberman

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:49:09.206767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6d70479a-aa87-46e7-8c52-8faa990aec41 · outbound

This paper cites 2020-2025.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels 2020-2025

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:49:09.072884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation eabd8513-68d7-4b38-bfb7-34032c0dc5eb · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:08.903046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f19cfeb9-39e7-4b5d-9eeb-27c13bbc162b · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:08.714226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 433dea38-3882-40a8-8ea7-4ae603feb30d · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:08.585259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3e6e2f62-6a02-4953-a77a-8e3b99bb01d8 · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:08.283037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d42ffe35-9508-4e77-9c15-9b2ae2584c47 · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:08.137596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6089694d-6cc3-4ea6-8355-c6cee56b059b · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:07.923748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e18d93d6-5f7b-4ed2-8396-a342ded3810a · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:07.768794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6a68b8bd-7e17-441e-a3b8-101d1359ff7f · outbound

This paper cites MicroEmo: Time-Sensitive Multimodal Emotion Recognition with Micro-Expression Dynamics in Video Dialogues.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels MicroEmo: Time-Sensitive Multimodal Emotion Recognition with Micro-Expression Dynamics in Video Dialogues

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T14:49:03.482145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75fd394b-8098-44db-904c-ee586b6be24e · outbound

This paper cites SimLabel: Similarity-Weighted Iterative Framework for Multi-annotator Learning with Missing Annotations.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels SimLabel: Similarity-Weighted Iterative Framework for Multi-annotator Learning with Missing Annotations

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-08-06T14:49:04.695231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4f292be8-2df8-4611-9765-20eade95c0eb · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:07.613669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e9eb6117-180d-419d-b10e-572bada541df · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:07.444167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0cdaffb5-01a4-454d-b8dc-6e90880a34fe · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:07.229264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f927edc7-1af7-46c2-b7c0-3d82aac69aaa · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:07.031869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 44b380ec-e619-4e4f-a4fd-b46b90d28e7b · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:06.864391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 66b34f87-989a-41c9-a05c-dd37290f6cb2 · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:06.675644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 05eacc14-f1b3-4f25-bf0e-86bfd347c512 · outbound

This paper cites an unresolved cited work.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:49:06.482020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fcde7178-f27f-4fcb-ad97-1c0a5685cd9b · outbound

This paper cites Advances in neural information processing systems 22 (2009).

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels Advances in neural information processing systems 22 (2009)

Reference 2009

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:49:08.446505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation eb8e9465-5821-44a3-bda2-02e8d2ab634e · outbound

This paper cites In 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels In 2019 IEEE/CVF International Conference on Computer Vision (ICCV)

Reference 2019

Resolution: malformed identifier; no resolver link, observed 2026-08-06T14:49:00.853441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70e71bd8-f0ec-4ec8-b6ee-43aed02c6408 · outbound

This paper cites In Proceedings of the IEEE/CVF International Conference on Computer Vision.

QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels In Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:49:06.281542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

Observation e7fd9089-09c4-4c0a-a2e8-70b292a671e9 · inbound

STABLEVAL: Disagreement-Aware and Stable Evaluation of AI Systems cites this paper.

STABLEVAL: Disagreement-Aware and Stable Evaluation of AI Systems QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-07-01T00:15:09.623112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.