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Paper Citation Record · LEDGER

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation

As of 20 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 1 inbound Pith citation observation for arXiv:2412.00719.

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

pith.paper-citation-record.v1
2412.00719 v2

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T05:08:09.082079Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-18T09:58:37.474408Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T10:01:13.556956Z

Reference resolution

50 of 50 outbound references displayed

  • verified exact1
  • verified fuzzy39
  • unresolved10
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 457be482-a979-4285-994e-daeacb801a9a · outbound

This paper cites A morphable model for the synthesis of 3d faces.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation A morphable model for the synthesis of 3d faces

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.896562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:08.758730Z digest=sha256:7fc214cb2b12c393483a0fd32a9f5ff9fc5767e0d2b5d8acffdd2d9787abb840

Observation f93ee8ac-9559-410c-8112-159c4c7d74ae · outbound

This paper cites Hyperreenact: One-shot reenactment via jointly learning to refine and retar- get faces.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Hyperreenact: One-shot reenactment via jointly learning to refine and retar- get faces

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.879576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:08.763185Z digest=sha256:be7ba144b8161b8d71a5fe4a3e26f202e11a18d2a234d4971cb974c88e5edc88

Observation ef208e41-7fa9-4842-918f-a521b59048d5 · outbound

This paper cites Learning weights for codebook in image classification and retrieval.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Learning weights for codebook in image classification and retrieval

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.864562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:08.767017Z digest=sha256:9aca083bb572f3a677308e054d1c9330ed6ffedce45f15e651e9759c9768b90e

Observation e1cd4d3c-7110-4502-84aa-3cb076bc6303 · outbound

This paper cites an unresolved cited work.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:08:09.851849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:08.771269Z digest=sha256:b978fd8df25bad9ee7fd2060ae607a93bcb2675a39026176ff8ec6fc2d537c4f

Observation 05575368-1370-4e4f-b4e1-3d37d9a76583 · outbound

This paper cites Visual categorization with bags of keypoints.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Visual categorization with bags of keypoints

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.840002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:08.775805Z digest=sha256:b09ce108111aa82011a3e0152c86f44ab08d7b04d2876f7a1b5ac2e4853b0545

Observation 65eb32e2-8d61-43a5-aad9-2fcf6cda6714 · outbound

This paper cites Megaportraits: One-shot megapixel neural head avatars.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Megaportraits: One-shot megapixel neural head avatars

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.825264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:08.780043Z digest=sha256:92d46a9562c8da736a749e78d0912c159553bbadf1e99a05fed42f6445d88235

Observation 2df7b810-4b4f-4ea9-89fa-539d2aefb892 · outbound

This paper cites Taming transformers for high-resolution image synthesis.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Taming transformers for high-resolution image synthesis

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-12T05:08:08.783759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:08:08.783759Z digest=sha256:87cf52dbd725ea7a38b1d8b896cd4c47536121b6049bf9f402a42e8af97e7211

Observation 13a1f8ab-6d48-44bd-a505-ff5bb21b02c7 · outbound

This paper cites Learning an animatable detailed 3d face model from in-the- wild images.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Learning an animatable detailed 3d face model from in-the- wild images

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.799106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:08.787424Z digest=sha256:f90b9c45ce9e53de86df722182dcb8c107feecb1a59d230f66e261b7e756c660

Observation e8e39224-f1f5-4a89-9e7c-2b9c75f19ed7 · outbound

This paper cites High-fidelity and freely controllable talking head video generation.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation High-fidelity and freely controllable talking head video generation

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.784726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:08.791390Z digest=sha256:46f06dadeb4bc1ba624d6ad2217b98660c0117b31e60f29dca7f97825ea7ec5a

Observation 48305a42-515c-4e65-a834-6d9f5033568b · outbound

This paper cites Vqfr: Blind face restoration with vector-quantized dictionary and parallel de- coder.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Vqfr: Blind face restoration with vector-quantized dictionary and parallel de- coder

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.772951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:08.794588Z digest=sha256:45aa4f43de9a4f525df209d051f511f574956895de3ac0ca7c79dbc5e08a0966

Observation 7c3a3892-b365-4058-97e7-04b71c1d3502 · outbound

This paper cites LivePortrait: Efficient Portrait Animation with Stitching and Retargeting Control.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation LivePortrait: Efficient Portrait Animation with Stitching and Retargeting Control

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-12T05:08:08.797590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:08:08.797590Z digest=sha256:e38c49b82c2fd7d07aec46d78e688348f3fa1eae7cfebb70298dd6a0a21b676b

Observation 3030ee47-307c-454b-8fde-f534f97862f9 · outbound

This paper cites Marionette: Few-shot face reenact- ment preserving identity of unseen targets.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Marionette: Few-shot face reenact- ment preserving identity of unseen targets

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.759385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:08.801854Z digest=sha256:6321639f1b7a42fde2f8f5b0319720535fb9829dfb3bdd8d8a6fa0a77e830662

Observation 965a01ef-e8ee-4d4a-acc3-6ed75f0f1674 · outbound

This paper cites Deep residual learning for image recognition.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Deep residual learning for image recognition

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-12T05:08:08.805788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:08:08.805788Z digest=sha256:a9dc456a57ee13186aca393bde0d67d581f75e187ab56592857bbe2ff5f0ea1c

Observation 5036059c-9bb3-4c65-a393-bf6fbcf417f5 · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilib- rium.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Gans trained by a two time-scale update rule converge to a local nash equilib- rium

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.732690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:08.809649Z digest=sha256:9c34b30e741b75a87ebce44b099240c5ce769ddc2303ae1766d605ada85080ff

Observation f7b3b42f-19ca-4922-9d01-8f38a54592de · outbound

This paper cites Implicit identity representation conditioned memory compensation network for talking head video generation.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Implicit identity representation conditioned memory compensation network for talking head video generation

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.716398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:08.814030Z digest=sha256:113ed85ce8274c1deee1e25344f61aba326c0f916cd15dd73f02aadf4296dd0f

Observation 23965dcf-4494-435a-aa6c-9a2591843213 · outbound

This paper cites Depth-aware generative adversarial network for talking head video generation.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Depth-aware generative adversarial network for talking head video generation

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.694114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:08.817262Z digest=sha256:f31c9e4b373cc0ea8c152a6366d77cc547ffc2bb2f6dc47603393a55a40c9d59

Observation 801d328f-f9db-4e11-8f87-0cbc472d3e8a · outbound

This paper cites A style-based generator architecture for generative adversarial networks.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation A style-based generator architecture for generative adversarial networks

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-12T05:08:08.821892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:08:08.821892Z digest=sha256:ec5fa8a4523aa54bad221f1fe982e316e137df14c8689232999dfead5912ea05

Observation ee736fa2-a9b7-4ef6-bd07-ec0fc4e5bbfb · outbound

This paper cites Analyzing and improving the image quality of stylegan.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Analyzing and improving the image quality of stylegan

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-12T05:08:08.826550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:08:08.826550Z digest=sha256:d11096290d37802b87df8a2de2e26cd2a08f084fb9bcb919e79a80c172675eb4

Observation 9dfe0e4f-6b14-49b0-96d0-731a6e9b3e77 · outbound

This paper cites Follow-your-emoji: Fine-controllable and expressive freestyle portrait animation.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Follow-your-emoji: Fine-controllable and expressive freestyle portrait animation

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.660307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:08.831907Z digest=sha256:f8218fd0cb266a27dec3abf0502430aed76d2e56c64a6381c4e1f0070fe2b62c

Observation 6519429d-2047-4511-bf87-66aa9e3bb24b · outbound

This paper cites VoxCeleb: a large-scale speaker identification dataset.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation VoxCeleb: a large-scale speaker identification dataset

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-12T05:08:08.948729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:08:08.948729Z digest=sha256:0e88ecc5b7f156b88ecbf0b66cdcce13f07c5dca8659e50ef1b6ba210ffb362c

Observation 354319f3-33ed-4f4b-b526-2478c19636dc · outbound

This paper cites Robust one-shot face video re-enactment using hybrid latent spaces of stylegan2.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Robust one-shot face video re-enactment using hybrid latent spaces of stylegan2

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.644596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:08.953504Z digest=sha256:4b8770a7bb1461ee29c774236064c02c5ff3d47b3e58538359d6faba3c3745d5

Observation c2890098-5c0a-43d2-b78d-45ef1fc11249 · outbound

This paper cites Li, and Shan Liu.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Li, and Shan Liu

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.629760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:08.957302Z digest=sha256:3a94a773845c5a103365403a83b54142b002d984946f4d76ec11c662c7c9309f

Observation fe15d2b6-0b55-4573-911d-b19343a216ae · outbound

This paper cites Animating arbitrary objects via deep motion transfer.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Animating arbitrary objects via deep motion transfer

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.613924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:08.960985Z digest=sha256:7865099549ef7caee155b1d5eedc2d08a7812f4e842aafdc5e06f70caf80395e

Observation c7c0fe6d-e9a0-411d-a25f-1eadcb403f27 · outbound

This paper cites First order motion model for image animation.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation First order motion model for image animation

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.598399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:08.964425Z digest=sha256:323ddad2e6661b97aa8d0c6e08222aa874edb2cc5b84c99fad53e1636707fb20

Observation 0b9a4430-799a-470b-a02d-812523e67da9 · outbound

This paper cites Learn- ing motion refinement for unsupervised face animation.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Learn- ing motion refinement for unsupervised face animation

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.583965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:08.968444Z digest=sha256:b09337f03174093b4be290561bd627a5d873fe17d62d2d33db783302b8f289f8

Observation e0371ffc-a60f-4d77-b2e2-e811e3b3f29a · outbound

This paper cites Neural discrete representation learning.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Neural discrete representation learning

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-12T05:08:08.972822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:08:08.972822Z digest=sha256:f130e1955400f014c51fad834e5fb8fa39dd7b91fea545c2542a79bbb5350848

Observation 863cd0ec-da15-49e4-9244-89d4354be195 · outbound

This paper cites Continuous piecewise-affine based mo- tion model for image animation.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Continuous piecewise-affine based mo- tion model for image animation

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.563160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:08.977337Z digest=sha256:cdbd929053842d383f56be34df15b92932f7dee361eaf94a9e82fc59f80c1a44

Observation 366d4431-7bde-4066-8503-b427502995ae · outbound

This paper cites Lipformer: High- fidelity and generalizable talking face generation with a pre- learned facial codebook.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Lipformer: High- fidelity and generalizable talking face generation with a pre- learned facial codebook

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.551163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:08.981547Z digest=sha256:8b0cb16df2f8337a5c7516fe08c8a3177026a2cf56f32449bdf3cac199ec93b2

Observation fc807b9e-ecbd-4c5d-8d40-290b9f49c2ef · outbound

This paper cites One-shot free-view neural talking-head synthesis for video conferenc- ing.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation One-shot free-view neural talking-head synthesis for video conferenc- ing

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.536511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:08.984899Z digest=sha256:79035aec3deee85ea6465b4e965cb51d069b4fa6ea3523fded224da27ed26f8a

Observation 723b6630-f61d-4622-85c2-97bb194aa187 · outbound

This paper cites Recovering realistic texture in image super-resolution by deep spatial feature transform.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Recovering realistic texture in image super-resolution by deep spatial feature transform

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.523239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:08.988219Z digest=sha256:ab3bb0a6c179f45bd1e3b7d85b98a28c5d4b46212de4e82436e7d8d3d22a4615

Observation de0ac202-d61c-4fdc-8b2c-f08c57f49a97 · outbound

This paper cites Latent image animator: Learning to animate im- ages via latent space navigation.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Latent image animator: Learning to animate im- ages via latent space navigation

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.510300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:08.991547Z digest=sha256:78b7d06ac69f41967adaad160b891feb7242bfd6225aaf1aad4e48a76c5ff8d0

Observation 128d418f-ce0b-4bfd-9d67-6b07a75420ec · outbound

This paper cites AniPortrait: Audio-Driven Synthesis of Photorealistic Portrait Animation.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation AniPortrait: Audio-Driven Synthesis of Photorealistic Portrait Animation

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-12T05:08:08.994747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:08:08.994747Z digest=sha256:1803305c408c70928284248c34374af993db1d3124c20c7c7942c7463f0b965f

Observation 6c2880a5-cba1-40b0-9052-15074a6d45f8 · outbound

This paper cites Reenactgan: Learning to reenact faces via boundary transfer.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Reenactgan: Learning to reenact faces via boundary transfer

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.497005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:08.998219Z digest=sha256:23d6ad09622dd40b67969c22914b5dda7ab521f0deb31c34a8dd003adda8d713

Observation f3c0ed68-13fe-4ffb-bd66-e2eb04bea2bc · outbound

This paper cites Vfhq: A high-quality dataset and benchmark for video face super-resolution.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Vfhq: A high-quality dataset and benchmark for video face super-resolution

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.485924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:09.002381Z digest=sha256:7d23f7c05a11a60622328a2536ff8aeb662cf3a7678dc159347c155c2c2e634d

Observation f00ae37e-5c62-4ad8-818e-4360dca31d2d · outbound

This paper cites Mesh guided one-shot face reenactment using graph convo- lutional networks.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Mesh guided one-shot face reenactment using graph convo- lutional networks

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.474129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:09.006252Z digest=sha256:996f1c5ceb1ecf02d6782b592441e6cd5f1a153d4d56a7e85f0a7e6ba9ae5825

Observation 35c8d09c-c130-4635-9c5d-18ac60a07901 · outbound

This paper cites Styleheat: One-shot high-resolution editable talking face generation via pre-trained stylegan.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Styleheat: One-shot high-resolution editable talking face generation via pre-trained stylegan

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.461998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:09.013802Z digest=sha256:6a6b07308a1c39d5bd10f33c77a28765bc29bd8470a5965f4324a05e9bec1d02

Observation 1b6a1b13-f47b-49a2-858b-f658e2684b1f · outbound

This paper cites Few-shot adversarial learning of realis- tic neural talking head models.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Few-shot adversarial learning of realis- tic neural talking head models

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.449492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:09.021322Z digest=sha256:de4cd58c72db94d40d0515a5c4a6fdb8ee43e993a21688ce91f9d85224f37906

Observation b835992c-c7f9-4c28-afc5-4e2fbe7567e4 · outbound

This paper cites Fast bi-layer neural synthesis of one- shot realistic head avatars.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Fast bi-layer neural synthesis of one- shot realistic head avatars

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.437736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:09.028263Z digest=sha256:b9b737086b5857125492888e749edb14aa5d4701e420486df1b68f1b68b3fc5c

Observation ee9e060c-21dc-40ce-88b8-b109cfebe391 · outbound

This paper cites Face animation with an attribute-guided diffusion model.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Face animation with an attribute-guided diffusion model

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.425788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:09.033354Z digest=sha256:e54962be3f83c63a2777eea8f3f71da4a4dca02de24ce72d4d40e47933e3a46d

Observation d4ecb74f-d32c-4dc0-9888-adde7e4ed4e3 · outbound

This paper cites Metaportrait: Identity-preserving talking head genera- tion with fast personalized adaptation.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Metaportrait: Identity-preserving talking head genera- tion with fast personalized adaptation

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.413662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:09.038114Z digest=sha256:9136e79b65c8ead2d6caa8d4ea3b84149db59c033d5196fba2e3a4948e370150

Observation 2e621684-5380-4f2f-959e-b5c91e384d63 · outbound

This paper cites Learning non-redundant codebooks for classifying complex objects.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Learning non-redundant codebooks for classifying complex objects

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.400325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:09.043164Z digest=sha256:984de03141810379ed73c9072b5bca3be27f8acda8617c5db3332eb596147dca

Observation 165df1bf-2ad8-403d-a721-096549303036 · outbound

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

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Flow-guided one-shot talking face generation with a high- resolution audio-visual dataset

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.386058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:09.046925Z digest=sha256:3e3aee30f2575ed9d7eddc5cd6be774385490ff28e91e7146d6fde282c1e913f

Observation 4207affd-5a12-4db8-b0af-a80c95a41e3d · outbound

This paper cites Thin-plate spline motion model for image animation.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Thin-plate spline motion model for image animation

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.373982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:09.051516Z digest=sha256:0d9337545a9adb7bc1d022fd3dbf8352611db99fccc036bd6ef1fba225f35b2b

Observation 201c2920-7ec1-4066-9e59-36e89f591167 · outbound

This paper cites Sparse to dense motion transfer for face image animation.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Sparse to dense motion transfer for face image animation

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.360451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:09.056184Z digest=sha256:c97106b77b04afce782c0e2c3656ff42b3f6d8d1a49bc969d4381657195e0a7c

Observation 23af8799-ffad-419f-b9c8-c940a688c797 · outbound

This paper cites Towards robust blind face restora- tion with codebook lookup transformer.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Towards robust blind face restora- tion with codebook lookup transformer

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.346750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:09.060900Z digest=sha256:b51ae9283b5bbf364793df0c3ced5b9cbd00a51b46568f9258fcec6b99f3c02f

Observation d1c1c6f1-c072-4aaf-ace4-816921948476 · outbound

This paper cites Celebv- hq: A large-scale video facial attributes dataset.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Celebv- hq: A large-scale video facial attributes dataset

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.334141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:09.064745Z digest=sha256:b2951ad7ee3a46d780ab7163a644addd1840cc4a9a1b03da73d49332bd5eb41b

Observation 7ef38bdf-4b69-46dc-8edd-5328bd42b993 · outbound

This paper cites Face alignment in full pose range: A 3d total solution.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Face alignment in full pose range: A 3d total solution

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.318424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:09.068464Z digest=sha256:97995dda65959f8349e08f3277338417d50da7d44c964e36b0a4673832317bb0

Observation 70cefd12-7af0-4ac6-859a-630cfd86fd08 · outbound

This paper cites We employ the keypoint-based motion flow estimator from FOMM [24].

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation We employ the keypoint-based motion flow estimator from FOMM [24]

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:08:09.302741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:09.072299Z digest=sha256:b1f573dbff6f0b31d5348d97ce184ca9f08b53cd739fe54373b0bdf8a767b7f2

Observation 2d371784-a014-4f49-8fa1-dcb061211062 · outbound

This paper cites Base- line*.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Base- line*

Reference 49

Resolution
verified exact
raw_fallback, observed 2026-08-12T05:08:09.227777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:09.077335Z digest=sha256:4b9d8ffdf33033ea7384e237fce4962775aeda983f9b41f6c46d7657bdb6d20a

Observation 66bac68f-013a-43b2-b6d8-73d720354b72 · outbound

This paper cites an unresolved cited work.

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:08:09.282853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T05:08:09.082079Z digest=sha256:9fb0a411d538404e6024372340aa2d0fb1147a15dfbb4fde2a8fd59e54b02752

Pith citing papers

Observation 90678adb-729c-4319-b0ae-ef67fc3e7e39 · inbound

Unmasking Puppeteers: Leveraging Biometric Leakage to Expose Impersonation in AI-Based Videoconferencing cites this paper.

Unmasking Puppeteers: Leveraging Biometric Leakage to Expose Impersonation in AI-Based Videoconferencing Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation

Reference 57

Resolution
verified exact
arxiv_id, observed 2026-05-18T10:01:13.559876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-18T09:58:37.474408Z digest=sha256:43a86fcca02f4232dc507d5db6d4ed29453ddca6d7a004eb912f67afa3302bbd