Paper Citation Record · LEDGER

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd

As of 15 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2508.06357.

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

pith.paper-citation-record.v1
2508.06357 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T22:49:48.922022Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

45 of 45 outbound references displayed

verified exact0
verified fuzzy43
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 82008107-2a74-45f9-8b25-333fd2a829ba · outbound

This paper cites https://github.com/davidsandberg/ facenet/tree/master.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd https://github.com/davidsandberg/ facenet/tree/master

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.391661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0ef4ff64-caa7-4307-b69a-ec28bc865a52 · outbound

This paper cites https:// github.com/deepinsight/insightface/tree/ master/model_zoo.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd https:// github.com/deepinsight/insightface/tree/ master/model_zoo

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.381789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e9d8420f-e7af-4bee-bed8-3741c5c5ea57 · outbound

This paper cites https : / / uncw.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd https : / / uncw

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.372457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ad521508-ccf3-48d8-99e6-b2a30cc701b9 · outbound

This paper cites https://github.com/DanJun6737/ TransFace.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd https://github.com/DanJun6737/ TransFace

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.362935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 91551f1c-4a41-4a2c-9081-54b308deb403 · outbound

This paper cites img2pose: Face alignment and detection via 6dof, face pose estimation.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd img2pose: Face alignment and detection via 6dof, face pose estimation

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.353325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 62b5939b-b164-469f-97b4-6395841845c3 · outbound

This paper cites Towards open world recognition.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Towards open world recognition

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.343236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4a1d180c-2677-4540-9677-61561e522b03 · outbound

This paper cites Towards open set deep networks.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Towards open set deep networks

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.333916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 001a8f8d-241a-4ae0-8027-134057e95ebf · outbound

This paper cites Unconstrained face recognition: Identifying a person of interest from a media collection.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Unconstrained face recognition: Identifying a person of interest from a media collection

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.324407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9bdd6fb6-5247-4148-a09c-c4642d1e5d6f · outbound

This paper cites Impact of blur and resolution on demo- graphic disparities in 1-to-many facial identification.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Impact of blur and resolution on demo- graphic disparities in 1-to-many facial identification

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.314569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9aaf8ecf-ef15-4eae-951a-f304616cb120 · outbound

This paper cites Deep hetero- geneous feature fusion for template-based face recognition.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Deep hetero- geneous feature fusion for template-based face recognition

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.305008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7febbf53-788b-4f37-8fba-4c992c3de1d1 · outbound

This paper cites Operational open-set recognition and post- max refinement.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Operational open-set recognition and post- max refinement

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.295245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation fd0c4550-b739-48be-ba5b-4adb27781eaf · outbound

This paper cites Transface: Calibrating trans- former training for face recognition from a data-centric per- spective.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Transface: Calibrating trans- former training for face recognition from a data-centric per- spective

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.285066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c81e0a81-30fa-4ec2-ab48-b08b22d4576d · outbound

This paper cites Arcface: Additive angular margin loss for deep face recognition.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Arcface: Additive angular margin loss for deep face recognition

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.275241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5495fb62-376e-468c-a25b-2ca012239b2f · outbound

This paper cites Demographic bias in biometrics: A survey on an emerging challenge.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Demographic bias in biometrics: A survey on an emerging challenge

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.265484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 264dcfd3-c319-4c15-a27e-8188defca520 · outbound

This paper cites Open-set face recognition-based visitor interface sys- tem.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Open-set face recognition-based visitor interface sys- tem

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.256398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 35f6240b-a3c6-4165-852f-2459f6ac5a89 · outbound

This paper cites A false facial recognition match sent this innocent black man to jail.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd A false facial recognition match sent this innocent black man to jail

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.246862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation baba934d-9c93-446b-a0d9-785035232087 · outbound

This paper cites Re- cent advances in open set recognition: A survey.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Re- cent advances in open set recognition: A survey

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.226504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 097f73dd-7228-4eca-8803-72d7e62ea391 · outbound

This paper cites Face recog- nition vendor test (FRVT) part 2: Identification.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Face recog- nition vendor test (FRVT) part 2: Identification

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.216759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 44045843-7f2e-48c8-926c-be1bce13823a · outbound

This paper cites Toward open-set face recognition.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Toward open-set face recognition

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.206606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a5d1b891-e16c-4165-97df-ba4e4ea83a08 · outbound

This paper cites Deep residual learning for image recognition.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Deep residual learning for image recognition

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.197134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 967618af-f912-454d-8c82-fc1756c9472c · outbound

This paper cites an unresolved cited work.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:49:49.186959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 231094ac-03ad-4c42-8569-2bb962a1470d · outbound

This paper cites Proxyfu- sion: Face feature aggregation through sparse experts.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Proxyfu- sion: Face feature aggregation through sparse experts

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.177724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b01e7e17-51e1-49b5-b44c-eef7a5b06c83 · outbound

This paper cites Cluster and aggregate: Face recognition with large probe set.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Cluster and aggregate: Face recognition with large probe set

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.168155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 240f7970-861c-41a5-9041-a85717f078f4 · outbound

This paper cites Klare et al.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Klare et al

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.158396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ac484916-138a-4ce1-b84b-cbcc451c56ee · outbound

This paper cites Pushing the frontiers of uncon- strained face detection and recognition: Iarpa janus bench- mark a.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Pushing the frontiers of uncon- strained face detection and recognition: Iarpa janus bench- mark a

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.148806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 76dcee9c-ed40-4175-88b1-394ed0574f95 · outbound

This paper cites Open set face recognition us- ing transduction.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Open set face recognition us- ing transduction

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.139235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation be021653-1668-4b7b-bdda-8cee38e89beb · outbound

This paper cites A bench- mark study of large-scale unconstrained face recognition.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd A bench- mark study of large-scale unconstrained face recognition

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.129800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7f360da4-dc34-44c6-ab78-7b0cab7c553a · outbound

This paper cites Accel- erating atmospheric turbulence simulation via learned phase- to-space transform.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Accel- erating atmospheric turbulence simulation via learned phase- to-space transform

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.120725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a6fe0830-5b89-4f50-9c74-82aeae80935b · outbound

This paper cites Analyzing the impact of de- mographic and operational variables on 1-to-many face id search.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Analyzing the impact of de- mographic and operational variables on 1-to-many face id search

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.111227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation fada2178-69c4-440e-a1bd-ad05bcb9ac24 · outbound

This paper cites Face Recog- nition Vendor Test (FRVT) Part 3: Demographic Effects.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Face Recog- nition Vendor Test (FRVT) Part 3: Demographic Effects

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.101751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 46744299-5bf3-47bf-b3c5-7da1fa07e117 · outbound

This paper cites Open set fingerprint spoof detection across novel fabrication materi- als.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Open set fingerprint spoof detection across novel fabrication materi- als

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.091415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 78b32ce4-cb8b-4e50-b29e-2253df727bb9 · outbound

This paper cites Williams v.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Williams v

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.081213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7884a054-e42d-48f0-bc8d-70aef7cdfe11 · outbound

This paper cites Morph: A longitudinal image database of normal adult age-progression.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Morph: A longitudinal image database of normal adult age-progression

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.069968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6dfa3707-307b-4b8a-93aa-348637029bb5 · outbound

This paper cites On the effect of atmo- spheric turbulence in the feature space of deep face recogni- tion.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd On the effect of atmo- spheric turbulence in the feature space of deep face recogni- tion

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.059323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e0166bb8-d70a-434a-8e8a-08b50d28ef07 · outbound

This paper cites Meta-recognition: The theory and prac- tice of recognition score analysis.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Meta-recognition: The theory and prac- tice of recognition score analysis

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.049382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 309b2d1a-82aa-4bae-a524-30884306f969 · outbound

This paper cites To- ward open set recognition.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd To- ward open set recognition

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.039119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d0157159-78f2-4469-a4ed-d90bd173d27d · outbound

This paper cites Prob- ability models for open set recognition.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Prob- ability models for open set recognition

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.027373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 30f70eb4-02bf-472f-b7fc-ab014f5876a6 · outbound

This paper cites Facenet: A unified embedding for face recognition and clus- tering.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Facenet: A unified embedding for face recognition and clus- tering

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.015698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4a285a1b-6a8f-42f0-a45b-f442dcf5137b · outbound

This paper cites Probabilistic face embeddings.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Probabilistic face embeddings

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:49.004181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 369e2e51-1ee6-4381-8d8b-5e1d9728f0cd · outbound

This paper cites Video-based face recognition on real-world data.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Video-based face recognition on real-world data

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:48.993198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7aac2c96-d5a3-4ad0-bdba-afd78c59a8c1 · outbound

This paper cites Inception-v4, inception-resnet and the im- pact of residual connections on learning.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Inception-v4, inception-resnet and the im- pact of residual connections on learning

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:48.983390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 896a49f5-445a-412f-9a8d-376a3a372b66 · outbound

This paper cites Impact of sunglasses on one-to-many facial identi- fication accuracy.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Impact of sunglasses on one-to-many facial identi- fication accuracy

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:48.973177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b5a8a0cf-6db4-4969-ab5e-d72a614d6e3a · outbound

This paper cites Open-set face recognition with maximal entropy and objectosphere loss.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Open-set face recognition with maximal entropy and objectosphere loss

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:48.962540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation be92627f-bf59-484c-896c-039e421bad02 · outbound

This paper cites Neural aggregation network for video face recognition.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Neural aggregation network for video face recognition

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:49:48.952305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 924846e5-00ad-44ff-9d4a-341ec9d3e636 · outbound

This paper cites an unresolved cited work.

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd Unresolved cited work

Reference 2021

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:49:49.236254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

No inbound Pith citation observations are available.