Paper Citation Record · LEDGER

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2

As of 13 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2411.16729.

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

pith.paper-citation-record.v1
2411.16729 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T14:17:00.665972Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

38 of 38 outbound references displayed

verified exact2
verified fuzzy26
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 055fc402-0c08-4801-9e8f-c169a891ffcb · outbound

This paper cites DiffuseStyleGesture: Stylized Audio-Driven Co-Speech Gesture Generation with Diffusion Models.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 DiffuseStyleGesture: Stylized Audio-Driven Co-Speech Gesture Generation with Diffusion Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T14:17:00.502788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 899b5813-b992-493e-a53f-b66135a500d2 · outbound

This paper cites The diffusestylegesture+ entry to the genea challenge 2023,.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 The diffusestylegesture+ entry to the genea challenge 2023,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:01.368431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d9f01c89-db94-4c80-b469-09136ec7c473 · outbound

This paper cites Gesturediffuclip: Gesture diffusion model with clip latents,.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 Gesturediffuclip: Gesture diffusion model with clip latents,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:01.353269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8edc59ca-2422-476b-93b1-fb8e56b5b844 · outbound

This paper cites Listen, denoise, action! audio-driven motion synthesis with diffusion models,.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 Listen, denoise, action! audio-driven motion synthesis with diffusion models,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T14:17:00.517549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e4fef0c-740e-4ac7-90ba-7b9e5a97fa42 · outbound

This paper cites Speech-driven personalized gesture synthetics: Harnessing automatic fuzzy feature inference,.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 Speech-driven personalized gesture synthetics: Harnessing automatic fuzzy feature inference,

Reference 5

Resolution: verified exact; raw_fallback, observed 2026-08-12T14:17:00.882199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ddaad137-a51e-4f59-96e4-16bce4a02927 · outbound

This paper cites Scalable diffusion models with transformers,.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 Scalable diffusion models with transformers,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T14:17:00.526438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c60bf59-57fd-48b6-9670-9075a63bea42 · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T14:17:00.531386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccb8e988-c569-4246-8066-a2c03a4b47b6 · outbound

This paper cites Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T14:17:00.535931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 509de8a1-2db2-471e-ba33-d7e085b59c0c · outbound

This paper cites U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T14:17:00.540557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc2d7944-3d7a-4d5f-b06d-2a675a702218 · outbound

This paper cites Videomamba: State space model for efficient video understanding,.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 Videomamba: State space model for efficient video understanding,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:01.321133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 237e082c-ac8b-4891-9a51-7e39a6219726 · outbound

This paper cites Segmamba: Long-range sequential modeling mamba for 3d medical image segmentation,.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 Segmamba: Long-range sequential modeling mamba for 3d medical image segmentation,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:01.306904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d18ad0ac-4edc-415b-8371-77c3bd431f1f · outbound

This paper cites Graph mamba: Towards learning on graphs with state space models,.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 Graph mamba: Towards learning on graphs with state space models,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:01.292382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 73e8b239-0e27-41c6-b7b9-7767deb561b5 · outbound

This paper cites Graph-Mamba: Towards Long-Range Graph Sequence Modeling with Selective State Spaces.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 Graph-Mamba: Towards Long-Range Graph Sequence Modeling with Selective State Spaces

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T14:17:00.557485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20c88340-18d5-47b5-abbc-f899329b04b8 · outbound

This paper cites Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T14:17:00.561955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f199829-ed50-4319-9e43-4a594e7f62e5 · outbound

This paper cites Investigating the use of recurrent motion modelling for speech gesture generation,.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 Investigating the use of recurrent motion modelling for speech gesture generation,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:01.278117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation aa14dd1b-3686-41aa-868c-23bb9199c0d0 · outbound

This paper cites Zeroeggs: Zero-shot example-based gesture generation from speech,.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 Zeroeggs: Zero-shot example-based gesture generation from speech,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:01.263605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 239ce9cc-779d-46f6-9d2e-a0ba30e97cde · outbound

This paper cites Beat: A large-scale semantic and emotional multi-modal dataset for conversational gestures synthesis,.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 Beat: A large-scale semantic and emotional multi-modal dataset for conversational gestures synthesis,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:01.249152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1adc3dcd-6a20-42ab-96d5-19770a5ad80c · outbound

This paper cites Talking with hands 16.2 m: A large-scale dataset of synchronized body-finger motion and audio for conversational motion analysis and synthesis,.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 Talking with hands 16.2 m: A large-scale dataset of synchronized body-finger motion and audio for conversational motion analysis and synthesis,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:01.234963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5afe33d7-6a9b-4fad-b648-1ca4623587eb · outbound

This paper cites Diffmotion: Speech-driven gesture synthesis using denoising diffusion model,.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 Diffmotion: Speech-driven gesture synthesis using denoising diffusion model,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:01.219702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 14f13b5b-fe0e-4e06-9d12-7bf2d102020f · outbound

This paper cites Cross-modal quantization for co-speech gesture generation,.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 Cross-modal quantization for co-speech gesture generation,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:01.203564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7e1c343b-d32b-4e9e-9c8d-58cc03b9a682 · outbound

This paper cites Adversarial gesture generation with realistic gesture phasing,.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 Adversarial gesture generation with realistic gesture phasing,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:01.187081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2c1254bc-6d92-432b-8969-079d804f6349 · outbound

This paper cites Robots learn social skills: End-to-end learning of co- speech gesture generation for humanoid robots,.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 Robots learn social skills: End-to-end learning of co- speech gesture generation for humanoid robots,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:01.170157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e289d0e2-23dc-4e3c-9802-cdf92a036c80 · outbound

This paper cites chinese speech pretrain,.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 chinese speech pretrain,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:01.152738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7af6204c-aebb-4549-9638-d7379fe0ffce · outbound

This paper cites Hand and mind: What gestures reveal about thought,.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 Hand and mind: What gestures reveal about thought,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:01.134088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 32c75d3c-be01-4b00-940c-0577ec557a3a · outbound

This paper cites Denoising diffusion probabilistic models,.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 Denoising diffusion probabilistic models,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T14:17:00.610099Z

Source-reported events for the cited work

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Observation dbb3583f-e517-4747-9818-9cc316e04ba2 · outbound

This paper cites Deep unsupervised learning using nonequilibrium thermodynamics,.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 Deep unsupervised learning using nonequilibrium thermodynamics,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:01.101912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2e8a39c7-1684-4bd5-b9f3-4b52bd7f9ebe · outbound

This paper cites sur la th ´eorie du mouvement brownien,.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 sur la th ´eorie du mouvement brownien,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:01.084440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9992ab7b-a54d-4c6c-b176-d8f4ac5b5abe · outbound

This paper cites Autoregressive denoising diffusion models for multivariate probabilistic time series forecasting,.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 Autoregressive denoising diffusion models for multivariate probabilistic time series forecasting,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:01.067413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 565bc0b7-1107-4bf2-a63c-4eaa2fc6cdbe · outbound

This paper cites Style-Controllable Speech-Driven Gesture Synthesis Using Normal- ising Flows,.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 Style-Controllable Speech-Driven Gesture Synthesis Using Normal- ising Flows,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:01.050540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 39fc4f76-241c-40fc-8312-f5c1386c57c8 · outbound

This paper cites Practical parameterization of rotations using the expo- nential map,.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 Practical parameterization of rotations using the expo- nential map,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:01.032287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d44c918c-2f37-4e26-a2d6-407d85278394 · outbound

This paper cites Taming diffusion models for audio-driven co-speech gesture generation,.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 Taming diffusion models for audio-driven co-speech gesture generation,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:01.013824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d3b09697-280d-4c4d-9581-38a7a20703ca · outbound

This paper cites The genea challenge 2023: A large-scale evaluation of 12 gesture generation models in monadic and dyadic settings,.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 The genea challenge 2023: A large-scale evaluation of 12 gesture generation models in monadic and dyadic settings,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:00.981585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation cfb99d7c-b6a0-43a4-85fe-c5e4997f4efb · outbound

This paper cites To rate or not to rate: Investigating evaluation methods for generated co-speech gestures,.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 To rate or not to rate: Investigating evaluation methods for generated co-speech gestures,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:00.966317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4389f7b5-71ff-4654-a77a-06097ae9977f · outbound

This paper cites Speech gesture generation from the trimodal context of text, audio, and speaker identity,.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 Speech gesture generation from the trimodal context of text, audio, and speaker identity,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:00.952051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 869a70dc-467e-468c-881b-f5e31c2350a8 · outbound

This paper cites Ai choreographer: Music conditioned 3d dance generation with aist++,.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 Ai choreographer: Music conditioned 3d dance generation with aist++,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:00.937272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation eba4f2d5-487f-4566-ad62-ae37ac2529c3 · outbound

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

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 Gans trained by a two time-scale update rule converge to a local nash equilibrium,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T14:17:00.657039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d2b75ad-8681-4e54-b843-f08ba3dbf5aa · outbound

This paper cites Evaluating gesture generation in a large-scale open challenge: The GENEA Challenge 2022.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 Evaluating gesture generation in a large-scale open challenge: The GENEA Challenge 2022

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-08-12T14:17:00.707160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3c26c27f-8c1b-49f4-bf85-ef4a96858f99 · outbound

This paper cites Simplifying, stabilizing and scaling continuous- time consistency models.

DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 Simplifying, stabilizing and scaling continuous- time consistency models

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:00.913308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

No inbound Pith citation observations are available.