Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:49:54.279621Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 0 inbound Pith citation observations for arXiv:2505.20861.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:49:54.279621Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
65 of 65 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation e8f3d26e-c437-48ba-8b30-7823348a0832 · outbound
Exploring Timeline Control for Facial Motion Generation Facetalk: Audio-driven motion diffusion for neural parametric head models
Reference 1
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 fe2f996b-c31d-4885-abb5-64bffbfc8bab · outbound
Exploring Timeline Control for Facial Motion Generation Teach: Temporal action composition for 3d hu- mans
Reference 2
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 6f71fbf8-c1c5-4618-8f0d-ab45897180f3 · outbound
Exploring Timeline Control for Facial Motion Generation Seamless human motion composition with blended posi- tional encodings
Reference 3
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 6ae2a930-2173-4b1b-8a5d-f18abc55febe · outbound
Exploring Timeline Control for Facial Motion Generation Video generation models as world simulators
Reference 4
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 27264f34-ed73-43a0-8ca8-39f359726ba2 · outbound
Exploring Timeline Control for Facial Motion Generation Animated conversation: rule- based generation of facial expression, gesture & spoken in- tonation for multiple conversational agents
Reference 5
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 17f683c4-da09-48fb-9451-d598bf33cdd2 · outbound
Exploring Timeline Control for Facial Motion Generation EchoMimic: Lifelike Audio-Driven Portrait Animations through Editable Landmark Conditions
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07b1eb48-97c4-4717-bd2a-aebb57b7b7d4 · outbound
Exploring Timeline Control for Facial Motion Generation Capture, learning, and syn- thesis of 3d speaking styles
Reference 7
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 e0ae3a21-b1c7-4a09-b263-56c7e858a2b1 · outbound
Exploring Timeline Control for Facial Motion Generation Emotional Speech-Driven Animation with Content-Emotion Disentanglement
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1b53d5c-bd2d-48bb-aaf1-bad0ce9fdec8 · outbound
Exploring Timeline Control for Facial Motion Generation SpotFormer: Multi-Scale Spatio-Temporal Transformer for Facial Expression Spotting
Reference 9
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 822efe5f-76e2-4f27-8abc-8f0a3ce42fde · outbound
Exploring Timeline Control for Facial Motion Generation Facial action coding system (facs).A Human Face, Salt Lake City, 2002
Reference 10
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 a7ddf34d-a855-4df6-8cb1-0381a09944cd · outbound
Exploring Timeline Control for Facial Motion Generation UniTalker: Scaling up Audio-Driven 3D Facial Animation through A Unified Model
Reference 11
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 fe52b9b4-c4ad-4789-a00d-a04be8fa1760 · outbound
Exploring Timeline Control for Facial Motion Generation Faceformer: Speech-driven 3d facial anima- tion with transformers
Reference 12
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 d4f137cf-6685-47d6-b02b-643efebeddff · outbound
Exploring Timeline Control for Facial Motion Generation Affective Faces for Goal-Driven Dyadic Communication
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aad20c1e-9712-48f9-bd8c-dbfc7eebeb56 · outbound
Exploring Timeline Control for Facial Motion Generation ReSyncer: Rewiring Style-based Generator for Unified Audio-Visually Synced Facial Performer
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 22f7283d-2b19-4f7d-8bef-763e52069d5e · outbound
Exploring Timeline Control for Facial Motion Generation Ac- tion2motion: Conditioned generation of 3d human motions
Reference 15
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 8836d187-ae97-423d-9065-3015b5ce0353 · outbound
Exploring Timeline Control for Facial Motion Generation Generating diverse and natural 3d human motions from text
Reference 16
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 be5a18b7-4a50-4142-840c-442dc86ac749 · outbound
Exploring Timeline Control for Facial Motion Generation Micro-expression spotting with multi-scale local transformer in long videos.Pattern Recognition Letters, 168:146–152,
Reference 17
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 2b08c393-1a02-4c93-a9f9-d48d1b22493c · outbound
Exploring Timeline Control for Facial Motion Generation Toeplitz inverse covariance-based clustering of multivariate time series data
Reference 18
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 22a6ae26-72c3-4ca4-9321-01241a6c5239 · outbound
Exploring Timeline Control for Facial Motion Generation GAIA: Zero-shot Talking Avatar Generation
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee7f8684-adb2-42ab-aa47-4dbbccd8a1cd · outbound
Exploring Timeline Control for Facial Motion Generation Classifier-free diffusion guidance
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b6c6ff47-0767-434e-9a14-75e61fffe57f · outbound
Exploring Timeline Control for Facial Motion Generation Denoising dif- fusion probabilistic models
Reference 21
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 4f32f28f-b3e8-4e23-82e4-0c8a45e95da2 · outbound
Exploring Timeline Control for Facial Motion Generation Multi-aspect mining of complex sensor sequences
Reference 22
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 daea6143-b097-4dcd-9655-0baf2b2e4c00 · outbound
Exploring Timeline Control for Facial Motion Generation Loopy: Taming Audio-Driven Portrait Avatar with Long-Term Motion Dependency
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8a73c3e-bb03-4a1f-adb0-f4d6a886b69e · outbound
Exploring Timeline Control for Facial Motion Generation Audio-driven facial animation by joint end- to-end learning of pose and emotion.ACM Transactions on Graphics (TOG), 36(4):1–12, 2017
Reference 24
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 490f9ba2-21a9-4c6a-8d8c-fce972478b48 · outbound
Exploring Timeline Control for Facial Motion Generation Kmtalk: Speech-driven 3d facial animation with key motion embedding
Reference 25
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 81dbbc9c-8254-40e5-a8a8-75a950bf2ed4 · outbound
Exploring Timeline Control for Facial Motion Generation Talkinggaussian: Structure-persistent 3d talking head synthesis via gaussian splatting
Reference 26
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 b53e64dc-1548-4177-8884-3f649be8e618 · outbound
Exploring Timeline Control for Facial Motion Generation PoseTalk: Text-and-Audio-based Pose Control and Motion Refinement for One-Shot Talking Head Generation
Reference 27
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 6c502d7a-fa97-41c4-8b13-25c3d36acaa5 · outbound
Exploring Timeline Control for Facial Motion Generation TalkCLIP: Talking Head Generation with Text-Guided Expressive Speaking Styles
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e233ae7-dcc4-47b7-8109-b47e81b207eb · outbound
Exploring Timeline Control for Facial Motion Generation Amass: Archive of motion capture as surface shapes
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66ea1bf1-d86a-4fab-b44e-a970f349f47f · outbound
Exploring Timeline Control for Facial Motion Generation Autoplait: Automatic mining of co-evolving time se- quences
Reference 30
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 3d041e45-53be-4903-9741-7e1c872a4d74 · outbound
Exploring Timeline Control for Facial Motion Generation From audio to photoreal embodiment: Synthesizing humans in conversations
Reference 31
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 fba965a2-de61-4c99-bb49-a20b5e3efd38 · outbound
Exploring Timeline Control for Facial Motion Generation ScanTalk: 3D Talking Heads from Unregistered Scans
Reference 32
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 e67917d9-6478-48db-b074-3fc7c96540ea · outbound
Exploring Timeline Control for Facial Motion Generation Generating facial expressions for speech.Cognitive science, 20(1):1–46, 1996
Reference 33
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 d02df5be-365c-4f9e-8465-673fedcf9f4a · outbound
Exploring Timeline Control for Facial Motion Generation Emotalk: Speech-driven emotional disentanglement for 3d face anima- tion
Reference 34
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 dea93a64-0405-45d3-8630-0b68523be7b5 · outbound
Exploring Timeline Control for Facial Motion Generation Multi-track timeline control for text-driven 3d human motion generation
Reference 35
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 2e22b04f-63c2-49c5-be05-b3c7611b7687 · outbound
Exploring Timeline Control for Facial Motion Generation The kit motion-language dataset.Big data, 4(4):236–252,
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2558f091-5f20-4e36-a206-ab1e78618df1 · outbound
Exploring Timeline Control for Facial Motion Generation A lip sync expert is all you need for speech to lip generation in the wild
Reference 37
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 894cb30f-0a81-43d1-95e1-5d2ef6b154ec · outbound
Exploring Timeline Control for Facial Motion Generation Cas(me) 2 : A database for sponta- neous macro-expression and micro-expression spotting and recognition.IEEE Transactions on Affective Computing, 9 (4):424–436, 2018
Reference 38
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 5934baf1-ad13-4c1b-b06c-947ff71c23f1 · outbound
Exploring Timeline Control for Facial Motion Generation Human Motion Diffusion as a Generative Prior
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f04e6d3f-db93-4a87-a9ea-b8a7ffbe50fd · outbound
Exploring Timeline Control for Facial Motion Generation Score-Based Generative Modeling through Stochastic Differential Equations
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6088f83-614d-48a6-a733-135abd67b98c · outbound
Exploring Timeline Control for Facial Motion Generation Diffposetalk: Speech-driven stylistic 3d facial animation and head pose generation via diffusion models.ACM Transactions on Graphics (TOG), 43(4):1–9, 2024
Reference 41
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 def676ab-7ab8-4b0a-bb2d-d85fc603ab6b · outbound
Exploring Timeline Control for Facial Motion Generation Edtalk: Effi- cient disentanglement for emotional talking head synthesis
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0994e012-ab48-468a-aab5-4d606b581965 · outbound
Exploring Timeline Control for Facial Motion Generation EMO: Emote Portrait Alive -- Generating Expressive Portrait Videos with Audio2Video Diffusion Model under Weak Conditions
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63d6ad76-c6d6-4f36-a81e-063e2c86f0d4 · outbound
Exploring Timeline Control for Facial Motion Generation AgentAvatar: Disentangling Planning, Driving and Rendering for Photorealistic Avatar Agents
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee323b2a-e72e-4563-ac71-c1c1da63d329 · outbound
Exploring Timeline Control for Facial Motion Generation Mead: A large-scale audio-visual dataset for emotional talking-face generation
Reference 45
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 89f5637d-4240-4a0f-92d6-10bbdb6f5231 · outbound
Exploring Timeline Control for Facial Motion Generation Faceverse: a fine-grained and detail- controllable 3d face morphable model from a hybrid dataset
Reference 46
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 e0b2f31c-4e2d-4d98-a6de-9374520f3c1d · outbound
Exploring Timeline Control for Facial Motion Generation Styletalk++: A unified framework for controlling the speaking styles of talking heads.IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024
Reference 47
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 0c779b70-8aea-4196-8848-70e36ee8f2fb · outbound
Exploring Timeline Control for Facial Motion Generation Mes- net: A convolutional neural network for spotting multi-scale micro-expression intervals in long videos.IEEE Transac- tions on Image Processing, 30:3956–3969, 2021
Reference 48
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 5d68c1b8-b243-44ec-bda2-288fa97dce0e · outbound
Exploring Timeline Control for Facial Motion Generation InstructAvatar: Text-Guided Emotion and Motion Control for Avatar Generation
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f0bcfd1-d675-4f87-ae55-6c336198b589 · outbound
Exploring Timeline Control for Facial Motion Generation AniPortrait: Audio-Driven Synthesis of Photorealistic Portrait Animation
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f9d5c69-790c-4151-a5fd-34304171d249 · outbound
Exploring Timeline Control for Facial Motion Generation MMHead: Towards Fine-grained Multi-modal 3D Facial Animation
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2c14f9a-e377-4885-858a-e8fec47d3c01 · outbound
Exploring Timeline Control for Facial Motion Generation Codetalker: Speech-driven 3d facial animation with discrete motion prior
Reference 52
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 2bc0af3b-65de-4f02-bee0-74fa0848f548 · outbound
Exploring Timeline Control for Facial Motion Generation Hallo: Hierarchical Audio-Driven Visual Synthesis for Portrait Image Animation
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 888ee6e9-f674-4db1-8804-01986df3a000 · outbound
Exploring Timeline Control for Facial Motion Generation VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c4d05344-ae25-49bd-b38e-f2ce30f0c207 · outbound
Exploring Timeline Control for Facial Motion Generation Probabilistic speech- driven 3d facial motion synthesis: New benchmarks meth- ods and applications
Reference 55
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 59a38717-3606-49db-9fec-a5fb10493703 · outbound
Exploring Timeline Control for Facial Motion Generation Samm long videos: A spontaneous facial micro-and macro- expressions dataset
Reference 56
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 a4ab37a4-bc3d-4553-bda2-888af71a5990 · outbound
Exploring Timeline Control for Facial Motion Generation 3d-cnn for facial micro-and macro-expression spotting on long video sequences using temporal oriented reference frame
Reference 57
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 5769b326-6566-4671-a8bf-db05c7da5412 · outbound
Exploring Timeline Control for Facial Motion Generation GeneFace: Generalized and High-Fidelity Audio-Driven 3D Talking Face Synthesis
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4088ada-b6a2-4119-818e-defb0818f912 · outbound
Exploring Timeline Control for Facial Motion Generation Facial expression spotting based on optical flow features
Reference 59
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 674c982a-6c39-4fdf-b4bf-a1cb43c28784 · outbound
Exploring Timeline Control for Facial Motion Generation CelebV-Text: A large-scale facial text-video dataset
Reference 60
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 8dd5130e-983b-4f44-9e1c-42c0c2714fbc · outbound
Exploring Timeline Control for Facial Motion Generation Talking Head Generation with Probabilistic Audio-to-Visual Diffusion Priors
Reference 61
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 0037c0d5-adbf-4eea-9e87-e6602698941c · outbound
Exploring Timeline Control for Facial Motion Generation Talking head generation with probabilistic audio-to-visual diffusion priors
Reference 62
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 85deecbd-cb63-473f-9204-68e68961d28d · outbound
Exploring Timeline Control for Facial Motion Generation PersonaTalk: Bring Attention to Your Persona in Visual Dubbing
Reference 63
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 f548c61a-4c08-4251-888e-d79c7a6c3c74 · outbound
Exploring Timeline Control for Facial Motion Generation Sadtalker: Learning realistic 3d motion coefficients for stylized audio- driven single image talking face animation
Reference 64
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 a075f5fe-8e44-415f-b1c2-12a5ab345e62 · outbound
Exploring Timeline Control for Facial Motion Generation Media2face: Co-speech facial animation gen- eration with multi-modality guidance
Reference 65
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.
No inbound Pith citation observations are available.