Paper Citation Record · LEDGER

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling

As of 10 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 4 inbound Pith citation observations for arXiv:2501.18898.

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

pith.paper-citation-record.v1
2501.18898 v3

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T22:06:54.887927Z

measured 70 of 70 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T16:24:07.533226Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T03:06:29.692095Z

Reference resolution

66 of 66 outbound references displayed

verified exact0
verified fuzzy43
unresolved23
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 637d77c7-32b8-4076-8cc1-0a86675c8eb2 · outbound

This paper cites Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets, 2023.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets, 2023

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.636490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5a082a49-65e1-458c-9e3e-62e226cec4a3 · outbound

This paper cites Nonver- bal Behaviors, Persuasion, and Credibility.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Nonver- bal Behaviors, Persuasion, and Credibility

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.626822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6ed24e08-0c2d-4564-bd19-19e250ce5e0d · outbound

This paper cites Everybody Dance Now.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Everybody Dance Now

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.616756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3bf10411-b2dd-4e33-b467-ef1915b5701c · outbound

This paper cites Enabling synergistic full-body control in prompt-based co-speech motion generation.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Enabling synergistic full-body control in prompt-based co-speech motion generation

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.607020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 841495ec-0992-4e87-8bbc-4a0821c32dd3 · outbound

This paper cites DiffSHEG: A Diffusion-Based Ap- proach for Real-Time Speech-driven Holistic 3D Expression and Gesture Generation, 2024.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling DiffSHEG: A Diffusion-Based Ap- proach for Real-Time Speech-driven Holistic 3D Expression and Gesture Generation, 2024

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-09T22:06:54.700476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30eaaba3-2f89-4121-bfb3-748b25a7f51d · outbound

This paper cites WavLM: Large-Scale Self- Supervised Pre-Training for Full Stack Speech Processing.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling WavLM: Large-Scale Self- Supervised Pre-Training for Full Stack Speech Processing

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.590944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d83ab87a-ddfb-4016-9034-716a51e5215f · outbound

This paper cites MotionLCM: Real-time Controllable Motion Generation via Latent Consistency Model.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling MotionLCM: Real-time Controllable Motion Generation via Latent Consistency Model

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-09T22:06:54.706587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54765c55-b93f-493a-a6d8-df82b0501609 · outbound

This paper cites The Interplay Between Gesture and Speech in the Production of Referring Expressions: Investigating the Tradeoff Hypothe- sis.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling The Interplay Between Gesture and Speech in the Production of Referring Expressions: Investigating the Tradeoff Hypothe- sis

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.580515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation aaf16f7d-bf14-4d5d-bfe0-7a3bb08be096 · outbound

This paper cites Diffusion-based co-speech gesture genera- tion using joint text and audio representation.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Diffusion-based co-speech gesture genera- tion using joint text and audio representation

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.570947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 44f4a4f2-2708-457a-84be-272c892807b3 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T22:06:54.716207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f726766b-00e7-4829-a445-30510941293c · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale, 2021.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling An image is worth 16x16 words: Transformers for image recognition at scale, 2021

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-09T22:06:54.719776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9837a269-ab17-49c2-8f2e-7f3c5c4f49b4 · outbound

This paper cites Scaling rectified flow trans- formers for high-resolution image synthesis, 2024.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Scaling rectified flow trans- formers for high-resolution image synthesis, 2024

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.555274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c77b73ec-b354-4ef2-8416-a64ea7e21b20 · outbound

This paper cites One step diffusion via shortcut models, 2024.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling One step diffusion via shortcut models, 2024

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.545844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fdb0bb53-f0c6-4e5f-83bf-f1c4e5f6df8a · outbound

This paper cites Eraseanything: Enabling concept erasure in rectified flow transformers.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Eraseanything: Enabling concept erasure in rectified flow transformers

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.536960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9ed8d118-8a65-45e0-834f-004c4b279f97 · outbound

This paper cites Ginosar, A.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Ginosar, A

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.527499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 81ad22ba-4613-4a10-a304-c74e5b2a7576 · outbound

This paper cites Momask: Generative masked model- ing of 3d human motions.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Momask: Generative masked model- ing of 3d human motions

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.518538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d7427ef7-a4e0-45fe-8ef1-539d07cb259c · outbound

This paper cites Learning Speech-driven 3D Conversational Gestures from Video.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Learning Speech-driven 3D Conversational Gestures from Video

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-09T22:06:54.737193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac5f981c-7fa8-4f31-b20c-9ef6b0c7b640 · outbound

This paper cites Denoising diffu- sion probabilistic models, 2020.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Denoising diffu- sion probabilistic models, 2020

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.509139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a8af7099-0f85-4b23-a505-55a1750477b3 · outbound

This paper cites Animate Anyone: Consistent and Controllable Image-to-Video Synthesis for Character Animation.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Animate Anyone: Consistent and Controllable Image-to-Video Synthesis for Character Animation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-09T22:06:54.744241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68f4e74c-0cd4-42ae-904a-31b33401b8ac · outbound

This paper cites Modeling and driving human body soundfields through acoustic primitives, 2024.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Modeling and driving human body soundfields through acoustic primitives, 2024

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.500361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 379df774-178b-4bd2-90ad-7b1cb603be65 · outbound

This paper cites Autoregressive Image Generation Using Residual Quantization, 2022.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Autoregressive Image Generation Using Residual Quantization, 2022

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.487530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 56ae1ec7-820e-467d-8131-3a731be96359 · outbound

This paper cites Improving the training of rectified flows, 2024.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Improving the training of rectified flows, 2024

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.476806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 568cde0b-d341-4d88-9b57-c3a7b85ee2fc · outbound

This paper cites Audio2gestures: Generating diverse gestures from speech audio with conditional varia- tional autoencoders.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Audio2gestures: Generating diverse gestures from speech audio with conditional varia- tional autoencoders

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.467114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0d24deb0-2043-419d-8bbb-7fbe14c42eb8 · outbound

This paper cites Set you straight: Auto-steering denoising trajectories to sidestep unwanted concepts, 2025.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Set you straight: Auto-steering denoising trajectories to sidestep unwanted concepts, 2025

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.457255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 58f91817-ed80-4501-b264-21215d60d3cc · outbound

This paper cites AI Choreographer: Music Conditioned 3D Dance Generation with AIST++.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling AI Choreographer: Music Conditioned 3D Dance Generation with AIST++

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.447926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1728fd61-8f87-4d1b-929e-8b309d1735e0 · outbound

This paper cites Flow Matching for Generative Modeling.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Flow Matching for Generative Modeling

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-09T22:06:54.765513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5116fdc1-5a4c-4075-9583-401ecb747f3a · outbound

This paper cites DisCo: Disentan- gled Implicit Content and Rhythm Learning for Diverse Co- Speech Gestures Synthesis.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling DisCo: Disentan- gled Implicit Content and Rhythm Learning for Diverse Co- Speech Gestures Synthesis

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.438437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 422ac153-a138-4a25-9f3a-4540f888768c · outbound

This paper cites BEAT: A Large-Scale Semantic and Emotional Multi-Modal Dataset for Conversational Gestures Synthesis.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling BEAT: A Large-Scale Semantic and Emotional Multi-Modal Dataset for Conversational Gestures Synthesis

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-09T22:06:54.772799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d896c8ca-c937-4397-864d-99078a18186e · outbound

This paper cites EMAGE: Towards Unified Holistic Co-Speech Gesture Generation via Expressive Masked Audio Gesture Modeling.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling EMAGE: Towards Unified Holistic Co-Speech Gesture Generation via Expressive Masked Audio Gesture Modeling

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-09T22:06:54.776187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69adc1e6-d90a-4afc-8edb-c2a8677e7f93 · outbound

This paper cites TANGO: Co-Speech Gesture Video Reenactment with Hierarchical Audio Motion Embedding and Diffusion Interpolation.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling TANGO: Co-Speech Gesture Video Reenactment with Hierarchical Audio Motion Embedding and Diffusion Interpolation

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-09T22:06:54.779538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba3e63c8-5161-4386-83a7-5733a2b0a3ff · outbound

This paper cites Semges: Semantics-aware co-speech gesture genera- tion using semantic coherence and relevance learning, 2025.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Semges: Semantics-aware co-speech gesture genera- tion using semantic coherence and relevance learning, 2025

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-09T22:06:54.783050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54e4a74d-be3d-43ee-b232-bdd70226a08a · outbound

This paper cites Intentional gesture: Deliver your intentions with gestures for speech, 2025.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Intentional gesture: Deliver your intentions with gestures for speech, 2025

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.418618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fa9593b5-2b2a-4cda-9240-ca5ce3d395c5 · outbound

This paper cites Contextual gesture: Co- speech gesture video generation through context-aware ges- ture representation, 2025.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Contextual gesture: Co- speech gesture video generation through context-aware ges- ture representation, 2025

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.407651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 182f8e85-7274-4125-9388-f8fb9c00d6b5 · outbound

This paper cites Flow straight and fast: Learning to generate and transfer data with rectified flow, 2022.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Flow straight and fast: Learning to generate and transfer data with rectified flow, 2022

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.397456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1eb41990-733d-432d-b42f-3ed6cb5766a9 · outbound

This paper cites Learning Hierarchical Cross-Modal Association for Co-Speech Gesture Generation.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Learning Hierarchical Cross-Modal Association for Co-Speech Gesture Generation

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.388270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ca132df2-8a79-4611-98b8-11cd3bc42eec · outbound

This paper cites Instaflow: One step is enough for high-quality diffusion- based text-to-image generation.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Instaflow: One step is enough for high-quality diffusion- based text-to-image generation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-09T22:06:54.797819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c26b7603-ec1b-4614-9746-d89b6c0a0df7 · outbound

This paper cites Towards Variable and Coordinated Holistic Co-Speech Motion Generation.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Towards Variable and Coordinated Holistic Co-Speech Motion Generation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-09T22:06:54.800710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c84542d-725c-42eb-a9fb-d58fba833d90 · outbound

This paper cites Tf-icon: Diffusion-based training-free cross-domain image composi- tion.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Tf-icon: Diffusion-based training-free cross-domain image composi- tion

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.372749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2944c756-ae37-4293-ac49-ad9df169b087 · outbound

This paper cites Mace: Mass concept erasure in diffusion models.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Mace: Mass concept erasure in diffusion models

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.363735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 07fcb2ac-0a53-417f-a035-6933fb22f84c · outbound

This paper cites Robust Watermarking Using Generative Priors Against Image Editing: From Benchmarking to Advances.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Robust Watermarking Using Generative Priors Against Image Editing: From Benchmarking to Advances

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-09T22:06:54.809929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8d5f3d5-3454-423e-a64f-1bcd3178db41 · outbound

This paper cites Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-09T22:06:54.813050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d39aa1b6-656e-47b5-a7ec-5e9b119384a2 · outbound

This paper cites DCTdiff: Intriguing Properties of Image Generative Modeling in the DCT Space.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling DCTdiff: Intriguing Properties of Image Generative Modeling in the DCT Space

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-09T22:06:54.816203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3e1d58f-dcdc-4c86-99a4-6d57577bb4cf · outbound

This paper cites an unresolved cited work.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:06:55.353523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2209d4d5-50e2-4571-a7bf-79ab993047ac · outbound

This paper cites MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.343642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b0f3a893-4573-4d70-bea3-53d438d6984b · outbound

This paper cites Fast high- resolution image synthesis with latent adversarial diffusion distillation.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Fast high- resolution image synthesis with latent adversarial diffusion distillation

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.333948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d99ad8c5-b5fd-4c17-9887-06c79f954712 · outbound

This paper cites Talking face video generation with editable expression.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Talking face video generation with editable expression

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.323884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e28b0df6-1c6b-45c8-9190-83ca8a846444 · outbound

This paper cites Fsft-net: face transfer video generation with few-shot views.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Fsft-net: face transfer video generation with few-shot views

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.314573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e3d5744c-14a3-4117-8015-8f5437e7659c · outbound

This paper cites Emotional listener portrait: Neural lis- tener head generation with emotion.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Emotional listener portrait: Neural lis- tener head generation with emotion

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.304564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 179a2de4-7b0f-4bf7-b714-6e502b61acfc · outbound

This paper cites Texttoon: Real-time text toonify head avatar from single video.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Texttoon: Real-time text toonify head avatar from single video

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.295521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4ed8c51d-25b6-4447-a1d9-0742cd9d9add · outbound

This paper cites Tri 2-plane: Thinking head avatar via fea- ture pyramid.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Tri 2-plane: Thinking head avatar via fea- ture pyramid

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.285873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 47e1e9da-1858-494a-a880-f463b87a7e61 · outbound

This paper cites Adaptive super resolution for one-shot talking-head genera- tion.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Adaptive super resolution for one-shot talking-head genera- tion

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.274157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c68fbbdb-688b-439b-a4b9-d23e3876dab3 · outbound

This paper cites Consistency Models.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Consistency Models

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-09T22:06:54.845059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6103794e-2834-49a4-a325-fc6be3e0c102 · outbound

This paper cites Generative ai for cel- animation: A survey.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Generative ai for cel- animation: A survey

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-09T22:06:54.848096Z

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Observation e82fde43-8164-498b-81e6-04fb3d647794 · outbound

This paper cites Gomez, Lukasz Kaiser, and Illia Polosukhin.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Gomez, Lukasz Kaiser, and Illia Polosukhin

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.263654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f583dae9-6b0b-4394-8682-ff72135f8e3b · outbound

This paper cites Rectified diffusion: Straightness is not your need in rectified flow, 2024.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Rectified diffusion: Straightness is not your need in rectified flow, 2024

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-09T22:06:54.854414Z

Source-reported events for the cited work

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Observation cbf548e5-b55c-47ec-a3de-dddc717326dc · outbound

This paper cites High-Resolution Im- age Synthesis and Semantic Manipulation with Conditional GANs.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling High-Resolution Im- age Synthesis and Semantic Manipulation with Conditional GANs

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.245732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 786cbaae-f059-4f48-9c95-fa881fd781c9 · outbound

This paper cites Codetalker: Speech-driven 3d facial animation with discrete motion prior.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Codetalker: Speech-driven 3d facial animation with discrete motion prior

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.235619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 845aa018-0f1b-4530-b1bf-d44075617c81 · outbound

This paper cites Chain of generation: Multi-modal gesture synthesis via cascaded conditional control, 2023.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Chain of generation: Multi-modal gesture synthesis via cascaded conditional control, 2023

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-09T22:06:54.863520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 231c510e-48ec-4ce0-b892-cae56c00f4f9 · outbound

This paper cites Mambatalk: Ef- ficient holistic gesture synthesis with selective state space models, 2024.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Mambatalk: Ef- ficient holistic gesture synthesis with selective state space models, 2024

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.219864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0496e81e-0b8b-43f1-9a89-0306db409c92 · outbound

This paper cites Generating Holistic 3D Human Motion from Speech.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Generating Holistic 3D Human Motion from Speech

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.210578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 89cb8a26-edeb-4562-97fa-7e438cf976e6 · outbound

This paper cites One-step diffusion with distribution matching distillation.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling One-step diffusion with distribution matching distillation

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-09T22:06:54.872671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20ac6884-6604-479d-a8de-8b4640fc453a · outbound

This paper cites Speech Ges- ture Generation from the Trimodal Context of Text, Audio, and Speaker Identity.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Speech Ges- ture Generation from the Trimodal Context of Text, Audio, and Speaker Identity

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.193366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d8da7915-5de4-4030-b594-491fa069e379 · outbound

This paper cites Kinmo: Kinematic-aware human motion understanding and generation, 2024.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Kinmo: Kinematic-aware human motion understanding and generation, 2024

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-09T22:06:54.878794Z

Source-reported events for the cited work

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Observation e51e51d7-7dc0-496b-8b3a-16a497c7d6ff · outbound

This paper cites Semantic gestic- ulator: Semantics-aware co-speech gesture synthesis, 2024.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Semantic gestic- ulator: Semantics-aware co-speech gesture synthesis, 2024

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.175575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8f2aef97-122d-4bef-a7b1-91da7177a8f1 · outbound

This paper cites Slimflow: Training smaller one-step diffusion models with rectified flow, 2024.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Slimflow: Training smaller one-step diffusion models with rectified flow, 2024

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.165417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 965b128b-ec83-4191-a037-db4d3d5a7a69 · outbound

This paper cites Oftsr: One-step flow for image super- resolution with tunable fidelity-realism trade-offs, 2024.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling Oftsr: One-step flow for image super- resolution with tunable fidelity-realism trade-offs, 2024

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:06:55.155249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

Observation fd85416b-08b0-41ab-b5ea-7b50414bd5c9 · inbound

MoLingo: Motion-Language Alignment for Text-to-Human Motion Generation cites this paper.

MoLingo: Motion-Language Alignment for Text-to-Human Motion Generation GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T16:24:07.533226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddea5203-9589-4bda-8c20-036c43049e49 · inbound

Reality Check: How Avatar and Face Representation Affect the Perceptual Evaluation of Synthesized Gestures cites this paper.

Reality Check: How Avatar and Face Representation Affect the Perceptual Evaluation of Synthesized Gestures GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:01:11.047976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7f4801b6-c754-4a63-8bd7-c4e8186e4b7d · inbound

Reality Check: How Avatar and Face Representation Affect the Perceptual Evaluation of Synthesized Gestures cites this paper.

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-12T02:21:16.775911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7afbf16e-15e8-4d16-a9d1-74406252815a · inbound

DyaPlex: Full-Duplex Speech-Motion Model for Dyadic Interaction cites this paper.

DyaPlex: Full-Duplex Speech-Motion Model for Dyadic Interaction GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-07-02T03:06:29.694605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.