Paper Citation Record · LEDGER

SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis

As of 6 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 1 inbound Pith citation observation for arXiv:2605.09956.

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

pith.paper-citation-record.v1
2605.09956 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-12T03:44:09.967786Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-12T03:44:09.967786Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-05-12T07:06:35.676128Z

Reference resolution

29 of 29 outbound references displayed

verified exact2
verified fuzzy23
unresolved1
parse uncertain0
malformed identifier1
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b215492e-6317-4a78-8361-f8b8244302e9 · outbound

This paper cites This task is to synthesize realistic, temporally coherent facial videos conditioned on driving audio or other control signals.

SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis This task is to synthesize realistic, temporally coherent facial videos conditioned on driving audio or other control signals

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T18:16:46.920597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 374faf4a-7814-4904-ae73-869877ffc799 · outbound

This paper cites SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis.

SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-05-12T07:06:35.679878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation fee53fcd-1876-420e-9c75-65808a582546 · outbound

This paper cites Real3DP” and “NeRFFS.

SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis Real3DP” and “NeRFFS

Reference 3

Resolution: malformed identifier; raw_fallback, observed 2026-05-12T18:16:46.924155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 594d7dcd-bf10-4deb-8051-4e7988e0ee4f · outbound

This paper cites an unresolved cited work.

SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-12T18:16:46.916082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation cc6edb28-ef01-4aa1-88d5-35556d643362 · outbound

This paper cites All research ideas, methodolog- ical design, experiments, and analysis were conducted by the authors.

SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis All research ideas, methodolog- ical design, experiments, and analysis were conducted by the authors

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T18:16:46.903179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 774c211b-194a-4e2b-a8a4-b3b30b799f8c · outbound

This paper cites Andreas R ¨ossler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, and Matthias Nießner.

SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis Andreas R ¨ossler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, and Matthias Nießner

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T03:46:21.132549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 47d0343a-1d63-4da4-aba3-326b01c8e3b0 · outbound

This paper cites Difftalk: Crafting diffusion models for generalized audio-driven portraits animation.

SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis Difftalk: Crafting diffusion models for generalized audio-driven portraits animation

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T18:16:46.839597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9c238367-320e-47b6-90d8-cd941889d01e · outbound

This paper cites Nerf: Representing scenes as neural ra- diance fields for view synthesis.

SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis Nerf: Representing scenes as neural ra- diance fields for view synthesis

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T18:16:46.878726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 98f5a128-4e1a-41b0-beca-a325e01a4f66 · outbound

This paper cites 3d gaus- sian splatting for real-time radiance field rendering.

SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis 3d gaus- sian splatting for real-time radiance field rendering

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T18:16:46.865770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation fcdd72d8-38c2-4302-ac52-95d6a2450563 · outbound

This paper cites Ad- nerf: Audio driven neural radiance fields for talking head synthe- sis.

SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis Ad- nerf: Audio driven neural radiance fields for talking head synthe- sis

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T18:16:46.886463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6bb1b12c-7e5e-43f7-acc4-3363a6ea1106 · outbound

This paper cites Nerf-3dtalker: Neural radiance field with 3d prior aided audio disentanglement for talking head syn- thesis.

SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis Nerf-3dtalker: Neural radiance field with 3d prior aided audio disentanglement for talking head syn- thesis

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T18:16:46.835528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6ea4881b-6386-4a38-9404-4a0baedbbc2f · outbound

This paper cites Talkinggaussian: Structure-persistent 3d talking head synthesis via gaussian splatting.

SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis Talkinggaussian: Structure-persistent 3d talking head synthesis via gaussian splatting

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T18:16:46.857519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9621d54c-f8f7-4324-b15a-dee71d07f54a · outbound

This paper cites Degstalk: Decomposed per-embedding gaussian fields for hair- preserving talking face synthesis.

SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis Degstalk: Decomposed per-embedding gaussian fields for hair- preserving talking face synthesis

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T18:16:46.898890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f3519ea3-2a80-4d43-a3d7-c1987b22c916 · outbound

This paper cites GaussianTalker: Real-Time High-Fidelity Talking Head Synthesis with Audio-Driven 3D Gaussian Splatting.

SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis GaussianTalker: Real-Time High-Fidelity Talking Head Synthesis with Audio-Driven 3D Gaussian Splatting

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:06:35.670436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ed5563e7-1b88-4ed0-8689-6fcb5d30cf87 · outbound

This paper cites Mimictalk: Mimicking a per- sonalized and expressive 3d talking face in minutes.

SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis Mimictalk: Mimicking a per- sonalized and expressive 3d talking face in minutes

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T18:16:46.907547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation adcb255c-1cde-4f69-abe0-4ab6dee8e133 · outbound

This paper cites Instag: Learning personalized 3d talking head from few-second video.

SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis Instag: Learning personalized 3d talking head from few-second video

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T18:16:46.818278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7b6f55e8-a6f0-4665-9105-2c4373503cbe · outbound

This paper cites Learning a model of facial shape and expression from 4d scans.

SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis Learning a model of facial shape and expression from 4d scans

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T18:16:46.861829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 35041c15-a8f5-446d-8170-c262c12cbb86 · outbound

This paper cites Generalizable and animatable gaussian head avatar.

SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis Generalizable and animatable gaussian head avatar

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T18:16:46.882660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 664474df-12c1-4774-9200-4fe9d8c1ca53 · outbound

This paper cites Dinov2: Learning robust visual features without supervision.

SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis Dinov2: Learning robust visual features without supervision

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T18:16:46.853257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 291e51dc-c906-4a28-8942-9283a9652f2f · outbound

This paper cites How far are we from solving the 2d & 3d face alignment problem?(and a dataset of 230,000 3d facial landmarks).

SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis How far are we from solving the 2d & 3d face alignment problem?(and a dataset of 230,000 3d facial landmarks)

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T18:16:46.831613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 545c6c24-f0b2-47fa-ab5d-1b443def0923 · outbound

This paper cites Real3D-Portrait: One-shot Realistic 3D Talking Portrait Synthesis.

SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis Real3D-Portrait: One-shot Realistic 3D Talking Portrait Synthesis

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:06:35.689015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 44428c9f-2e56-4634-ac7c-538013771617 · outbound

This paper cites Nerfface- speech: One-shot audio-driven 3d talking head synthesis via gen- erative prior.

SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis Nerfface- speech: One-shot audio-driven 3d talking head synthesis via gen- erative prior

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T18:16:46.894274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5d9413a7-54fc-40ea-9e89-0ef4c79ea91a · outbound

This paper cites Flow-guided one-shot talk- ing face generation with a high-resolution audio-visual dataset.

SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis Flow-guided one-shot talk- ing face generation with a high-resolution audio-visual dataset

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T18:16:46.912066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5b99dd71-4e06-48d1-a583-4d48b2283e68 · outbound

This paper cites Mead: A large-scale audio-visual dataset for emotional talking-face generation.

SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis Mead: A large-scale audio-visual dataset for emotional talking-face generation

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T18:16:46.827599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 52feb330-69f2-4e6b-b12a-ab12535ce815 · outbound

This paper cites Hubert: Self-supervised speech represen- tation learning by masked prediction of hidden units.

SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis Hubert: Self-supervised speech represen- tation learning by masked prediction of hidden units

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T18:16:46.874491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation abff4d58-4b1d-488d-953f-87a7bb854d2d · outbound

This paper cites Efficient emo- tional adaptation for audio-driven talking-head generation.

SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis Efficient emo- tional adaptation for audio-driven talking-head generation

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T18:16:46.823531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation bbe7b62f-5c35-4fe8-990a-7cc12b69d1f2 · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual met- ric.

SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis The unreasonable effectiveness of deep features as a perceptual met- ric

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T18:16:46.849297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation fe86ca8b-ddc5-4201-bf31-bd0b9418db77 · outbound

This paper cites Lip move- ments generation at a glance.

SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis Lip move- ments generation at a glance

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T18:16:46.870334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation dccfb8fc-2220-48be-8014-3bf7dc9b95e3 · outbound

This paper cites Lip reading in the wild.

SDTalk: Structured Facial Priors and Dual-Branch Motion Fields for Generalizable Gaussian Talking Head Synthesis Lip reading in the wild

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T18:16:46.890233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

Observation 374faf4a-7814-4904-ae73-869877ffc799 · inbound