Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T12:23:32.145017Z
Paper Citation Record · LEDGER
As of 20 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2412.14333.
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 2026-08-11T12:23:32.145017Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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
46 of 46 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation de17da21-11c8-4624-9345-2081b1d77823 · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Style-controllable speech-driven gesture synthesis using normalising flows
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a9721ad2-9eb5-4a52-aa1f-eb44464dc39c · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Rhythmic gesticulator: Rhythm-aware co-speech gesture synthesis with hierarchical neural embeddings.TOG,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ec3ddc86-7edc-4399-9931-f85138335ec9 · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Gesturediffuclip: Gesture diffusion model with clip latents
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2bac6dbe-5ece-4b5c-98fa-d48cb7f3b6e6 · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Unresolved cited work
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 557dc6e7-913f-4e05-ae09-43013793edcb · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Diffsheg: A diffusion-based approach for real-time speech-driven holistic 3d expression and ges- ture generation
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c6580a61-4b30-4065-9d75-372e39b19e30 · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Hierarchical cross-modal talking face generation with dynamic pixel-wise loss
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation cdf013cc-808f-4df3-a5d0-c63da60afecd · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Diffusion-based co-speech gesture genera- tion using joint text and audio representation
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b8210488-e2d2-44bc-80a3-217d6e708d0f · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Faceformer: Speech-driven 3d facial anima- tion with transformers
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 615e3994-babb-4e20-8c07-67c13b8abc7f · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Learning individual styles of conversational gesture
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 48695b40-abba-43ad-9950-ea13fdcc28b5 · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Learning speech-driven 3d conversational gestures from video
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 11677b1a-bee1-497e-8e91-c0593f927221 · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Deber- tav3: Improving deberta using electra-style pre-training with gradient-disentangled embedding sharing, 2021
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7c9035d2-24d3-4caa-8233-764d5fed8cf5 · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Gans trained by a two time-scale update rule converge to a local nash equilib- rium
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation de3028ce-9680-4d18-a986-8b3fd4d38f68 · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Denoising diffu- sion probabilistic models
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 20c1385d-4ad5-44bf-9093-074fb337faf9 · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Parameter-efficient transfer learning for nlp, 2019
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 21fb5a73-da6c-4413-82df-55c24e98143c · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Hubert: Self-supervised speech representation learning by masked prediction of hidden units, 2021
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 21b5c66a-9c29-4f13-ab8d-5ca186e16be5 · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters LoRA: Low-rank adaptation of large language models
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2bf0af0-ec1b-479e-9319-3e959240a69c · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Audio2gestures: Generating diverse gestures from speech audio with conditional varia- tional autoencoders
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3beac673-783f-4fb4-b1fa-07eaa142fbad · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Speech2video synthesis with 3d skeleton regularization and expressive body poses
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f9b12401-f0dd-4737-8d41-8203a1085381 · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Vision transformers are parameter-efficient audio- visual learners
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 713894c4-4ce2-447a-a95f-c7c77a8c0f5c · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c6c3e714-6832-4b67-b065-f4c78800753d · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Unresolved cited work
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b4d58b59-2201-4373-a1b0-cfdc17ff6b80 · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Beat: A large-scale semantic and emotional multi-modal dataset for conversational gestures synthesis, 2022
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation dc00ff0c-139b-4f82-a4e2-d8ff44e7e33a · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Audio-driven co-speech gesture video generation
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7b77b202-17d8-499d-8376-c9bdbddc2b0a · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Learning hierarchical cross-modal association for co- speech gesture generation
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f53deabb-5f77-46f0-ad37-9ff8c9a2eaa2 · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Roberta: A robustly optimized bert pretraining approach, 2019
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9a85b79f-4e6d-40e0-a575-d987a1b2d6d5 · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters RePaint: Inpainting using Denoising Diffusion Probabilistic Models
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07f3fe2b-a012-478f-af69-f311ecb3beda · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Lcm-lora: A universal stable-diffusion acceleration module, 2023
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 552df057-bb53-4636-ada1-7b0a805806bf · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Bodyformer: Semantics-guided 3d body gesture synthesis with transformer
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a70b11a5-f6d2-4532-9a90-6999b548749f · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Sdxl: Improving latent diffusion models for high-resolution image synthesis, 2023
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80da1581-1b76-42e4-acd6-8771970f700e · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Speech drives templates: Co-speech gesture synthesis with learned templates
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 03897cd4-7687-4f4b-b9a7-92e269978dba · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Hierarchical text-conditional image gener- ation with clip latents, 2022
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8d306477-907f-4374-9411-b591ef803086 · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Bilen, and A
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c89492ae-6577-45de-baf7-dc664f340397 · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Difftalk: Crafting diffusion models for generalized audio-driven portraits animation
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f0b0f00-ad23-4374-a57f-fe707b79a10c · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Co-speech gesture synthesis by reinforcement learning with contrastive pre- trained rewards
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 87c1cf54-64d6-473f-bf6c-16a79e484b47 · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Human motion diffu- sion model
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 71eb2280-5116-44be-a9c9-f36253d81bf9 · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Imitator: Personalized speech-driven 3d facial animation
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 863fe772-c987-4f60-94c2-2a0dd2a8a784 · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Edge: Editable dance generation from music
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 60783e95-6633-4e84-90b1-dd7ec2560c3f · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters FVD: A new metric for video generation, 2019
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a3dd28c5-08eb-40f2-8194-3abf1315680c · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Codetalker: Speech-driven 3d facial animation with discrete motion prior
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9b8f6bb-cecd-4398-a466-ecbe5407879e · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Diffus- estylegesture: Stylized audio-driven co-speech gesture gen- eration with diffusion models
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation cedc24dd-d7d9-43d2-8cb5-8f859c98dbd8 · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Audio-driven stylized gesture generation with flow-based model
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4a377408-9a49-42e6-87b7-3fee53773318 · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Generating holistic 3d human motion from speech
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4ce4ed1-0bf4-4622-87c7-c2da91e4a42d · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Speech ges- ture generation from the trimodal context of text, audio, and speaker identity
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5fef76ce-c3ee-49b9-8c4c-49c02e99bac4 · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Robots learn social skills: End-to-end learning of co-speech gesture generation for hu- manoid robots
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d7a1bf6b-3431-4b71-996a-e67f7e06493d · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters SadTalker: Learning Realistic 3D Motion Coefficients for Stylized Audio-Driven Single Image Talking Face Animation
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d7c2bcfc-c6d6-4d40-bbaf-aee0cc5155d1 · outbound
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with Adapters Taming diffusion models for audio-driven co-speech gesture generation
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
No inbound Pith citation observations are available.