Paper Citation Record · LEDGER

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning

As of 17 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2504.18810.

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

pith.paper-citation-record.v1
2504.18810 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:13:51.479518Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

54 of 54 outbound references displayed

verified exact3
verified fuzzy4
unresolved47
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 16df40c3-522a-4ceb-bf75-0c0fb6c68518 · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:13:52.261935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 45705385-f7d9-4667-9222-49259956271a · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:51.304868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67a747be-0268-44d6-b001-81d588414894 · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:13:52.245399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8f3b15fb-dae4-48b2-aabd-3d268f4ceae7 · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:13:52.234554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fabfd0ea-926e-49b8-b6e3-12ddfbbf091b · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:51.315657Z

Source-reported events for the cited work

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Observation 71805121-b836-438a-9d49-4d77bd75077c · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:13:52.217654Z

Source-reported events for the cited work

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Observation b402c793-348e-4688-bff9-1a6ad9bb6e13 · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:13:52.207155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 66589dbd-0f2f-407d-aff6-b07c877ee554 · outbound

This paper cites dissimilar.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning dissimilar

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:13:52.196428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a1a6f737-2f2c-42df-b41c-d6d1c6322574 · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:51.329340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9af30399-62cf-4e2e-9596-2f86876cbc75 · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:13:52.177655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 53ab1532-00a0-4dc5-92a7-b6e09e64e46b · outbound

This paper cites UniSync: A Unified Framework for Audio-Visual Synchronization.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning UniSync: A Unified Framework for Audio-Visual Synchronization

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-16T10:13:51.743098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3ddeb315-2f1b-49d7-92c0-1e369f0b8277 · outbound

This paper cites STFTCodec: High-Fidelity Audio Compression through Time-Frequency Domain Representation.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning STFTCodec: High-Fidelity Audio Compression through Time-Frequency Domain Representation

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-16T10:13:51.726946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 91db16ca-4c0c-4d77-b5b1-3ec58f0aff1c · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:51.342920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 340b4e47-26c4-4e55-b233-6f2c7c15e2ad · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:51.349348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ac6c837-2ed1-48d2-b77a-db493db57ec3 · outbound

This paper cites Training independent subnetworks for robust prediction.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Training independent subnetworks for robust prediction

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:51.355944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0051823-4792-4979-a8df-c79b299916a8 · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:51.359420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5c6e227-38c8-451c-8f96-7b1673a8d6f3 · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:51.362867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5f20bf9-d1ed-486c-9e28-7f2986ac5c8c · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:13:52.129145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 35265188-8b1f-4bb5-859e-56a6024d9ec6 · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:13:52.118542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bb3151b5-b541-49c6-a2b8-e15d695eaf51 · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:13:52.108326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 00052c17-d9d8-498f-9064-f543c98df49d · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:13:52.097338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 80955c73-bc9e-4952-a5c4-3b80b1178c52 · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:13:52.087061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d489ed4f-8b9c-4f66-9692-bfb7ddd6d2ac · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Adam: A Method for Stochastic Optimization

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:51.382510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d61bff9d-dad2-44ff-8513-b15ef16923e1 · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:51.385917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b42c149-22f2-4df5-8067-6f05c1f52485 · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 25

Resolution: verified exact; raw_fallback, observed 2026-08-16T10:13:51.673584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9d60baf3-4e4e-4ce1-a926-a9bd2cdfa7c6 · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:13:52.068961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f0b263c7-7f01-4b0a-b8ab-586ba77145e7 · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 27

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 109cdc67-2615-4edf-aba9-ac214cfacf9d · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:13:52.057907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 292b2625-5879-462d-8979-ace679d1e5a1 · outbound

This paper cites A Review of Human Emotion Synthesis Based on Generative Technology.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning A Review of Human Emotion Synthesis Based on Generative Technology

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:51.402896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e3a4581-c58d-449c-9d24-7c658929b33a · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:13:52.047402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b536ef1a-c65d-4611-a939-d9188636237c · outbound

This paper cites DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:51.409332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2cce236-6e9c-416d-81d4-d8165f220c2b · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:13:52.037295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 31c6a44b-662d-4150-8eaa-f274064c9459 · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:13:52.026214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 49e4702b-c452-47fd-b805-1f3a76f8d2d3 · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 34

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9252752-492a-429f-a1b7-dc3e4856730a · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46f4db27-e7af-46f9-8301-27e7541f62ac · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:13:51.890241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a3413a7f-a71a-4033-9fea-76f97ab190d4 · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:13:51.880188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation dec2ef34-4f35-4a0f-8609-e3026bdbb34d · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:51.433187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2cdbc24-7fb4-4774-a22d-cae0ddcb8283 · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:13:51.850702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 405b4be0-ddd6-4ae3-8dae-531aa94b061d · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:51.443063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2aa2d67b-9a45-4fee-bb23-121f824df879 · outbound

This paper cites Real-time Neural Radiance Talking Portrait Synthesis via Audio-spatial Decomposition.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Real-time Neural Radiance Talking Portrait Synthesis via Audio-spatial Decomposition

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:51.446358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7e5dcf2-7c56-4899-91c6-f8a24cf31518 · outbound

This paper cites EMO: Emote Portrait Alive -- Generating Expressive Portrait Videos with Audio2Video Diffusion Model under Weak Conditions.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning EMO: Emote Portrait Alive -- Generating Expressive Portrait Videos with Audio2Video Diffusion Model under Weak Conditions

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:51.449998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04b00413-e3ca-4162-91c8-815fbedfb8b5 · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:13:51.839919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d2d18f25-c112-4056-9fe0-67b9dfcb28d4 · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:13:51.828541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation eb605189-8c3c-4df9-a473-1660a2cd2fe6 · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:13:51.817819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 36ba1735-845d-45bd-8552-0f676ea72dae · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:51.463003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54c7a176-7ee0-4fae-95a5-7917034cb3a0 · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:13:51.787566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 718e1367-41b9-465c-8600-b4738fb59dac · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:13:51.776447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 31501a68-d9b0-40d7-b2ad-e6573b7663cf · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:13:51.765642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 83239bbb-fca3-4ba1-b881-630a65f4a9d1 · outbound

This paper cites an unresolved cited work.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:13:51.754827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c00f0a30-35c8-4ca0-9321-0e264a4f9712 · outbound

This paper cites Deep Speech: Scaling up end-to-end speech recognition.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning Deep Speech: Scaling up end-to-end speech recognition

Reference 2014

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:51.352550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 481776d9-c8db-40c9-90be-dc43fca57295 · outbound

This paper cites In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:13:51.799784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c453ccd9-48a2-458a-abf8-6815a3634170 · outbound

This paper cites In Proceedings of the 28th ACM International Conference on Multimedia.

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning In Proceedings of the 28th ACM International Conference on Multimedia

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:13:51.861699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 87cd657d-9f4b-487e-ba10-784653c52333 · outbound

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

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning In Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:13:52.159068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

No inbound Pith citation observations are available.