Paper Citation Record · LEDGER

Behaviour4All: in-the-wild Facial Behaviour Analysis Toolkit

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2409.17717.

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

pith.paper-citation-record.v1
2409.17717 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 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 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:00:33.304284Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T11:44:38.858088Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 1fcfa065-2d81-4505-bb20-8ee407fd1fdc · inbound

DVD: A Comprehensive Dataset for Advancing Violence Detection in Real-World Scenarios cites this paper.

DVD: A Comprehensive Dataset for Advancing Violence Detection in Real-World Scenarios Behaviour4All: in-the-wild Facial Behaviour Analysis Toolkit

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T13:00:33.304284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 543e8215-862e-4405-9c7f-d01689cba529 · inbound

Distance-aware Soft Prompt Guidance for Multimodal Valence-Arousal Estimation cites this paper.

Distance-aware Soft Prompt Guidance for Multimodal Valence-Arousal Estimation Behaviour4All: in-the-wild Facial Behaviour Analysis Toolkit

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T18:22:01.225289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b902f388-844d-47a3-b6e6-ef6ddbcecab6 · inbound

Distance-aware Soft Prompt Guidance for Multimodal Valence-Arousal Estimation cites this paper.

Distance-aware Soft Prompt Guidance for Multimodal Valence-Arousal Estimation Behaviour4All: in-the-wild Facial Behaviour Analysis Toolkit

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:53.929730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcdb97fd-5e4f-4d4d-8e30-16572a82a112 · inbound

From Affect to Complex Behavior: Advancing Multimodal Human-Centered AI at the 10th ABAW Workshop & Competition cites this paper.

From Affect to Complex Behavior: Advancing Multimodal Human-Centered AI at the 10th ABAW Workshop & Competition Behaviour4All: in-the-wild Facial Behaviour Analysis Toolkit

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-06-30T11:44:38.862780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d11801f2-7674-4a61-bba9-bb4613a56f36 · inbound

Causal Supervision of Attention for Affective Behaviour Analysis cites this paper.

Causal Supervision of Attention for Affective Behaviour Analysis Behaviour4All: in-the-wild Facial Behaviour Analysis Toolkit

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T06:44:41.817468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea0c4b37-c97a-44be-b3cd-ea33b130734c · inbound

AffectFlow-DINO: Uncertainty-Aware Multi-Task Affect Estimation via Conditional Rectified Flow cites this paper.

AffectFlow-DINO: Uncertainty-Aware Multi-Task Affect Estimation via Conditional Rectified Flow Behaviour4All: in-the-wild Facial Behaviour Analysis Toolkit

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T05:47:52.870181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f126ae2c-dc80-479a-9bf8-864e91567e78 · inbound

A Shared Latent for Partially-Labeled Multi-Task Facial Affect Recognition cites this paper.

A Shared Latent for Partially-Labeled Multi-Task Facial Affect Recognition Behaviour4All: in-the-wild Facial Behaviour Analysis Toolkit

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T07:31:06.871371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64d29288-d402-404d-ac17-e8ca288fd1d2 · inbound

Strength-Parity Ensembling with Parameter-Isolated Experts for Multi-Task Affect Recognition cites this paper.

Strength-Parity Ensembling with Parameter-Isolated Experts for Multi-Task Affect Recognition Behaviour4All: in-the-wild Facial Behaviour Analysis Toolkit

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T07:10:37.984851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc67e5f3-164b-4e69-8f11-a23a601d6e55 · inbound

AffectFuse: Cross-Task Feature Fusion with Temporal Modeling for Multi-Task Affective Behavior Analysis cites this paper.

AffectFuse: Cross-Task Feature Fusion with Temporal Modeling for Multi-Task Affective Behavior Analysis Behaviour4All: in-the-wild Facial Behaviour Analysis Toolkit

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T20:43:05.975959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.