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Paper Citation Record · LEDGER

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation

As of 11 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 2 inbound Pith citation observations for arXiv:2501.16778.

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

pith.paper-citation-record.v1
2501.16778 v1

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T10:50:32.151666Z

measured 69 of 69 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-03T15:32:26.095436Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T15:38:33.162953Z

Reference resolution

67 of 67 outbound references displayed

  • verified exact5
  • verified fuzzy38
  • unresolved24
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1cbd1e94-9fa5-4434-a4fa-5d2d7b53c525 · outbound

This paper cites write newline.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation write newline

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-10T10:50:31.717016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T10:50:31.717016Z digest=sha256:86ed0b793609e6f9eb08896f9af17b20f6e9d74c2d5113e05bf99d8a316cb360

Observation 83cfbfcd-0da7-431d-9278-aa71ec38fd79 · outbound

This paper cites Ham2pose: Animating sign language notation into pose sequences.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Ham2pose: Animating sign language notation into pose sequences

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.910454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:31.723316Z digest=sha256:c1135c1f779ac75f3b664e154b179ba5b7c2db1e8e5dddd6ca99ffee37590bf7

Observation 550a4cd7-244f-45b5-8dbe-833611ad3173 · outbound

This paper cites Controllable generation with text-to-image diffusion models: A survey.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Controllable generation with text-to-image diffusion models: A survey

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-10T10:50:31.728770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T10:50:31.728770Z digest=sha256:aa3e58f81baae03332848992663bceeb939d1c3aecd3ab12e381ed90a57b33c0

Observation cbc5683f-1137-4ada-859f-3c2f675c86e2 · outbound

This paper cites Executing your commands via motion diffusion in latent space.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Executing your commands via motion diffusion in latent space

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.894075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:31.734045Z digest=sha256:7936dcfdb03963b3264e8bb3aea5ca590f0362eaf395aef149f99d4f403058df

Observation 56a53825-0add-4e7f-855b-6c8f858cd63e · outbound

This paper cites Synthesizing 3D Gait Data with Personalized Walking Style and Appearance.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Synthesizing 3D Gait Data with Personalized Walking Style and Appearance

Reference 5

Resolution
verified exact
doi, observed 2026-08-10T10:50:32.231873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:31.738949Z digest=sha256:a4f4c6661eac4a5de966f1f1a3a2073d275d0f549820909949e65137084f83b7

Observation e2c1050c-5b14-48f2-a20c-a674df12d456 · outbound

This paper cites Muscles in action.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Muscles in action

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.878193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:31.743936Z digest=sha256:25d2ee6792174a10df46ae6ffaac812f435bd983dc373ef05820580135d2b77b

Observation 60427806-90e3-4f93-99e8-9612990288de · outbound

This paper cites Mofusion: A framework for denoising-diffusion-based motion synthesis.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Mofusion: A framework for denoising-diffusion-based motion synthesis

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.862071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:31.749091Z digest=sha256:1cd1ed2f8a26e0a259ae754ce76c26d4d0f42f86c1a52d7dfc738c84cf9b3ce9

Observation 144469a2-f691-439f-b216-01965548f707 · outbound

This paper cites Posefix: correcting 3d human poses with natural language.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Posefix: correcting 3d human poses with natural language

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.844902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:31.754471Z digest=sha256:b1b9d6be53f5b32b01d583a9c7355d679981f39bf75fde662986d510f1acb515

Observation dcb50a98-5c6d-4c59-b658-4b95bfca20e2 · outbound

This paper cites Opensim: open-source software to create and analyze dynamic simulations of movement.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Opensim: open-source software to create and analyze dynamic simulations of movement

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-10T10:50:31.759270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T10:50:31.759270Z digest=sha256:7ade65c8c5f8a0b841be66c1798a1adc097c2c18e3b979e6d5dae8e258bea8ed

Observation bc84809c-c759-4271-b7c6-ae7554c26afe · outbound

This paper cites Chatpose: Chatting about 3d human pose.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Chatpose: Chatting about 3d human pose

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.817653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:31.763973Z digest=sha256:6f5752f05ecd7a3c8538d8e8942b8241a7c8c969e51732f93555ce6368dab251

Observation a74c9413-10dd-4d0d-af37-ae2b1e9aae0b · outbound

This paper cites Generating diverse and natural 3d human motions from text.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Generating diverse and natural 3d human motions from text

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.801416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:31.768841Z digest=sha256:bc98c7419f8faea87d7c20ef8f282e2fc7f0d9ba19999c3d5d86822905f24cbd

Observation 6c5b15f3-d1dc-48ab-96b9-2223b8a1af64 · outbound

This paper cites Generating diverse and natural 3d human motions from text.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Generating diverse and natural 3d human motions from text

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.784894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:31.774024Z digest=sha256:642e5f7925ff252633723d13d539ed6365d6d5b45ed0c96f607b70bca302b29b

Observation afdf4667-541c-4dd6-9bc2-b18433d2240f · outbound

This paper cites Masked autoencoders are scalable vision learners.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Masked autoencoders are scalable vision learners

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-10T10:50:31.778996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T10:50:31.778996Z digest=sha256:617ab8028905cca5327a8019a509592280055adcc16a80c8c3e9558df092b1d8

Observation 78d904db-9524-49a5-8dbf-7810b3e6cecf · outbound

This paper cites Classifier-Free Diffusion Guidance.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Classifier-Free Diffusion Guidance

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-10T10:50:31.783689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T10:50:31.783689Z digest=sha256:a210ed2500deefd3fc2c7c3ce38b798c2cd0244abad255dc540ab90a89f3d06f

Observation a2c4ed3f-5bdf-4d67-baca-d36526aa2c02 · outbound

This paper cites Motiongpt: Human motion as a foreign language.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Motiongpt: Human motion as a foreign language

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.756494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:31.789109Z digest=sha256:51a5b5a0a1c23d94b170542af9a0e40773701b5329387e99ed3eadec7fb8ec9b

Observation 59d1dd24-0c0a-4831-9875-3bf0edc3720e · outbound

This paper cites Act as you wish: Fine-grained control of motion diffusion model with hierarchical semantic graphs.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Act as you wish: Fine-grained control of motion diffusion model with hierarchical semantic graphs

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.735709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:31.794146Z digest=sha256:1eb766ba2058bff6934ba7158b367ed57ddb7ea924d118d4322b8fb617894f1b

Observation e0d8edc0-d7a4-4519-bf16-d88c727681cb · outbound

This paper cites Guided motion diffusion for controllable human motion synthesis.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Guided motion diffusion for controllable human motion synthesis

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.717516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:31.799085Z digest=sha256:539b30f5988aecfc695e9e1a1ee959f6b1f7139fdac090e05ad7e610992783b8

Observation 7d67e92a-0017-4d78-9068-57a41e9f2198 · outbound

This paper cites Scalable muscle-actuated human simulation and control.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Scalable muscle-actuated human simulation and control

Reference 18

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-10T10:50:32.910621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:31.804192Z digest=sha256:7da17d1eaf8e3b8403d994a24da2c98a5d109e807e7c9b2de738d232a170784f

Observation dcd4cd88-f449-4031-9ebd-c1278d263a8c · outbound

This paper cites Controllable text-to-image generation.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Controllable text-to-image generation

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.700500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:31.809321Z digest=sha256:2ffad6154ec77a165d4e1b91097927f8eaa9ededd87130f19239c66cc0a7fcc5

Observation 19bb8bbf-4f55-4032-bb5b-460ff039d1f6 · outbound

This paper cites ControlNet++: Improving Conditional Controls with Efficient Consistency Feedback.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation ControlNet++: Improving Conditional Controls with Efficient Consistency Feedback

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-10T10:50:31.814313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T10:50:31.814313Z digest=sha256:6301c9da882ee420caec81761f586a3467305ffb1a8ee36314a51030cf0a791d

Observation d905758a-d73f-4756-87af-0310d7fa6844 · outbound

This paper cites MCM: Multi-condition Motion Synthesis Framework for Multi-scenario.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation MCM: Multi-condition Motion Synthesis Framework for Multi-scenario

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-08-10T10:50:32.735726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:31.819460Z digest=sha256:1232bc1c1b11590449823183010f0cbcd4faf3a34b8f1931fadec66186c82ac5

Observation 7d6ad341-60c3-4933-9546-beef5b8b1fba · outbound

This paper cites an unresolved cited work.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-10T10:50:33.684072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:31.824394Z digest=sha256:4cd8028cad15b5be37f1b3d8d38d4eccbb15e6328541c02f538d5d1fe52a3bde

Observation a49bf968-f290-4265-a472-7d2733f6f265 · outbound

This paper cites Decoupled weight decay regularization.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Decoupled weight decay regularization

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.668506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:31.829232Z digest=sha256:73c3c80ec7aa38fcd0da73707f1a08b6be8fc261e8d4cd1da0175b9f4f5bcf8a

Observation fb8c4690-39c8-4766-a3ed-9b1325842c24 · outbound

This paper cites DiverseMotion: Towards Diverse Human Motion Generation via Discrete Diffusion.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation DiverseMotion: Towards Diverse Human Motion Generation via Discrete Diffusion

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-10T10:50:31.833784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T10:50:31.833784Z digest=sha256:caa23a55d29de8f6b046755e42d028fa4e05565b8af3a7d31c896d712e8d08f6

Observation d4d4a7a4-3391-4624-ba3f-162076179615 · outbound

This paper cites Follow your pose: Pose-guided text-to-video generation using pose-free videos.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Follow your pose: Pose-guided text-to-video generation using pose-free videos

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.652039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:31.838800Z digest=sha256:a518bbde013f590818f25dae1303865b4c8d525a53a8632a9d90f9b307e44ec5

Observation 41c63c36-ca57-43d7-9e87-5bd1277a837a · outbound

This paper cites T2i-adapter: Learning adapters to dig out more controllable ability for text-to-image diffusion models.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation T2i-adapter: Learning adapters to dig out more controllable ability for text-to-image diffusion models

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-10T10:50:31.843391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T10:50:31.843391Z digest=sha256:f33a2d1639d6d7c1308b34e28939861467b9bb23ff561d2e9cce25da1d5d5a38

Observation d7cbd19f-a5ab-4097-aafb-2612596ef9e8 · outbound

This paper cites an unresolved cited work.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-10T10:50:33.625629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:31.847965Z digest=sha256:d263c64aef0c4528d74b9628da9f35a07e4475f71e267815c5d84e48f32e7c5a

Observation fa833f57-e98e-479b-97f6-4f9932a4a93d · outbound

This paper cites The KIT motion-language dataset.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation The KIT motion-language dataset

Reference 28

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-10T10:50:32.695436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:31.853381Z digest=sha256:0315d23388abc7b0a0dc6983027832f774926340c266387148e6a51940391b2a

Observation e504d822-f43f-4a9e-aeaf-175353fbffcc · outbound

This paper cites Breaking the limits of text-conditioned 3d motion synthesis with elaborative descriptions.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Breaking the limits of text-conditioned 3d motion synthesis with elaborative descriptions

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.610085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:31.858297Z digest=sha256:eb7cd84ab32cde9796e9760c882828952bd6a5ded394c232fe3afc50c15eb772

Observation f1ba86c5-ad62-4797-bf35-eadea8648a71 · outbound

This paper cites Learning transferable visual models from natural language supervision.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Learning transferable visual models from natural language supervision

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-10T10:50:31.863088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T10:50:31.863088Z digest=sha256:5edb0da6f71a86c7b705a214eb9075651fb2e9cab56e04ca873827fbaef4d987

Observation b79522b9-e2f2-4b8f-90bf-b11437b735a4 · outbound

This paper cites Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-10T10:50:31.867833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T10:50:31.867833Z digest=sha256:224ed240222edd055c40bbdf1a4bc5f67ad671f9dba6d5b94cfd708a7c3701a5

Observation 046f7489-c1dd-4218-b874-de10b5d6210f · outbound

This paper cites Artificial intelligence-powered, interactive, stretchable, immersive displays and wearables.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Artificial intelligence-powered, interactive, stretchable, immersive displays and wearables

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.571740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:31.872579Z digest=sha256:b0cfe7ae12b4ecc7c6fd92972416761e45944a6aa8ba7617853b9a1a63fdfb87

Observation b809e761-b0da-4472-9b25-e943e0430c86 · outbound

This paper cites Opensim: Simulating musculoskeletal dynamics and neuromuscular control to study human and animal movement.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Opensim: Simulating musculoskeletal dynamics and neuromuscular control to study human and animal movement

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-10T10:50:31.877428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T10:50:31.877428Z digest=sha256:6b8f19b10ef68ec2d394a14c2c3db6d61f124bc7f3767dbd731676134b4c3bd0

Observation 1e4e50ce-217a-49be-96be-7c9898ccf03b · outbound

This paper cites Human Motion Diffusion as a Generative Prior.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Human Motion Diffusion as a Generative Prior

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-10T10:50:31.882794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T10:50:31.882794Z digest=sha256:56b764dde44d2132a2f61b642ff4da02bf8fe16ed6183d17c4dc484263655452

Observation 8d016baf-a54a-4c1b-a35c-3f49fcd33d87 · outbound

This paper cites Denoising diffusion implicit models.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Denoising diffusion implicit models

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.544475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:31.887879Z digest=sha256:b2ebee569b537b0c97920f137ba50f18305fbbf1e7551e323c79d2d828e13938

Observation 668f5071-a742-4f62-b861-b8ec2759c1d1 · outbound

This paper cites Diffused heads: Diffusion models beat gans on talking-face generation.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Diffused heads: Diffusion models beat gans on talking-face generation

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.528663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:31.997137Z digest=sha256:8756ccc77654544caebb1222faa0bb2d991bcdb8b21912de2ca62a764d567562

Observation 9c71f4c8-3185-499e-acc9-a7315dea6f3e · outbound

This paper cites Flag3d: A 3d fitness activity dataset with language instruction.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Flag3d: A 3d fitness activity dataset with language instruction

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.513064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:32.002564Z digest=sha256:e6df47eb6b03e83b6a921079478eab7ea5d4388f7bd5a88fba06fd7b88b0c0a7

Observation c684ed9a-0c55-41dd-94a0-9da2f48c2db2 · outbound

This paper cites SemiPFL: Personalized Semi-Supervised Federated Learning Framework for Edge Intelligence.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation SemiPFL: Personalized Semi-Supervised Federated Learning Framework for Edge Intelligence

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-08-10T10:50:32.213673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:32.007618Z digest=sha256:6ba0e4ebdb632cd04504f51985b4680c51b04ef853aea7d0a32958f0222b81df

Observation 8d2c4aea-b568-4ef4-8078-783a57369b4b · outbound

This paper cites Capturing complex hand movements and object interactions using machine learning-powered stretchable smart textile gloves.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Capturing complex hand movements and object interactions using machine learning-powered stretchable smart textile gloves

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.494622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:32.012751Z digest=sha256:3fdd92c01d01de7da6c500e086ee4f8870dbabd3dc8af3390278e87a5d6f9f63

Observation c66ad158-be54-459b-8508-693160ee583a · outbound

This paper cites Human motion diffusion model.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Human motion diffusion model

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.474239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:32.017621Z digest=sha256:7b989a5f67526d31187c1ed8657c459222b90b6a0f6a74e6c87e6bc41746b22a

Observation 8e5e15d3-48dd-4161-9a0d-510a1e039966 · outbound

This paper cites 3d human pose estimation via intuitive physics.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation 3d human pose estimation via intuitive physics

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.457007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:32.022649Z digest=sha256:cffe91b32ed168a2553c37bdd79c7485490979a0b19c83a47d9cc22a30667548

Observation e7bfa086-87ec-461e-a81a-c0ed86f5be6c · outbound

This paper cites 3d human pose estimation via intuitive physics.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation 3d human pose estimation via intuitive physics

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.439190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:32.027533Z digest=sha256:ddd025692e1a7ff1290990d97d7ef982a02e2ce7f1478ffbac099471d9a7bee8

Observation 9f06d294-90af-41df-8081-88dd54bed1dc · outbound

This paper cites Full-body musculoskeletal model of the lumbar spine, 2016.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Full-body musculoskeletal model of the lumbar spine, 2016

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.422103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:32.032424Z digest=sha256:2ef56b07a33b9382be29f84866354088347d0bc950407a93323a1a97b183de3b

Observation 3c988c25-c1ab-4db5-ab2b-1a260ab523c2 · outbound

This paper cites Anti-dreambooth: Protecting users from personalized text-to-image synthesis.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Anti-dreambooth: Protecting users from personalized text-to-image synthesis

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.406002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:32.037493Z digest=sha256:d5aca647a3c99cbfeb2c675aa9305b1e1e28228390ec087aabef038c034ab39b

Observation e263f00b-6ca9-4366-a57d-ef6192d27099 · outbound

This paper cites TLControl: Trajectory and Language Control for Human Motion Synthesis.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation TLControl: Trajectory and Language Control for Human Motion Synthesis

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-10T10:50:32.042403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T10:50:32.042403Z digest=sha256:8f74d95738970d4a404ec8a036ecfc3619d94bd26034e2d4865a3416dcaacec6

Observation 1c0fb8cc-92b4-4fde-8864-9b33cc123848 · outbound

This paper cites Exploiting diffusion prior for real-world image super-resolution.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Exploiting diffusion prior for real-world image super-resolution

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-10T10:50:32.047891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T10:50:32.047891Z digest=sha256:4a7123f4d5b7db09b487507b5a370329927e100d0819a60cc5fdf1eae33b39a6

Observation 5ae41a73-fcff-4ee2-b32a-001606ebfeb4 · outbound

This paper cites Tune-a-video: One-shot tuning of image diffusion models for text-to-video generation.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Tune-a-video: One-shot tuning of image diffusion models for text-to-video generation

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-10T10:50:32.052839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T10:50:32.052839Z digest=sha256:7a5aa67e35b74fd2689ab6cbde463ee06e8a1a3fd916b559020702644dccb116

Observation faf1c6d8-9bdb-4c9f-a125-af8d18a6d127 · outbound

This paper cites Physics-based human motion estimation and synthesis from videos.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Physics-based human motion estimation and synthesis from videos

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.366483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:32.057815Z digest=sha256:78c6f25bf7b6f7c86c6fad198002d84cb75cbec0a0f5e78f689ad57d1737f140

Observation 37b15fdb-75f6-4ede-8ed3-56ffda358770 · outbound

This paper cites Physics-based human motion estimation and synthesis from videos.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Physics-based human motion estimation and synthesis from videos

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.347684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:32.062611Z digest=sha256:d9f33dd86341d9e48732ff5fc10b298d67c4c569e5ea287acd2e176ef1dec104

Observation 0faada1b-4272-43bb-a674-d8f32e382e58 · outbound

This paper cites Omnicontrol: Control any joint at any time for human motion generation.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Omnicontrol: Control any joint at any time for human motion generation

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.330328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:32.067408Z digest=sha256:8cddf615888e88ea00f67c174f485d171c76237a0e3885a7ede97cace55f351b

Observation c2f503e3-8794-4f1c-ae86-eacc208c7c4f · outbound

This paper cites Interdiff: Generating 3d human-object interactions with physics-informed diffusion.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Interdiff: Generating 3d human-object interactions with physics-informed diffusion

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.314291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:32.072129Z digest=sha256:4b7878362343d0c02597440ba81fa87fa72a47bdf83f99424e8cac7e3b44f3b3

Observation d5952bb3-a800-4e54-bee5-12a15cc9490c · outbound

This paper cites Perspectives of users for a future interactive wearable system for upper extremity rehabilitation following stroke: a qualitative study.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Perspectives of users for a future interactive wearable system for upper extremity rehabilitation following stroke: a qualitative study

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.297926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:32.076945Z digest=sha256:0c123b9125290240e462c56f1cb83128a8f8af7ed79f4525d03c0ccfe8add518

Observation 81976c53-4671-4c79-ab58-07524a526610 · outbound

This paper cites Physdiff: Physics-guided human motion diffusion model.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Physdiff: Physics-guided human motion diffusion model

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.281067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:32.081368Z digest=sha256:fb9a38d68578566eebf944eb679b846997a702ca1debbdbec1c3499a05258e26

Observation ee5a114b-cd49-4a6f-a5fb-8187aeb51107 · outbound

This paper cites Text-to-image Diffusion Models in Generative AI: A Survey.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Text-to-image Diffusion Models in Generative AI: A Survey

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-10T10:50:32.086158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T10:50:32.086158Z digest=sha256:3d266e867255f6787a80079041c6edccb4d22aa4c70391d202dde955e619219d

Observation 59e7e6b5-6675-4d11-b674-4082b0da2ea5 · outbound

This paper cites Generating human motion from textual descriptions with discrete representations.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Generating human motion from textual descriptions with discrete representations

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.263793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:32.091179Z digest=sha256:848f981b755bcba95901c6dd19fd75e5b2f4de5dc31c776e70664537666d4a59

Observation 5fb85a81-ddc0-49cf-80a9-18bec7e6ae7a · outbound

This paper cites Adding conditional control to text-to-image diffusion models, 2023 c.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Adding conditional control to text-to-image diffusion models, 2023 c

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-10T10:50:32.096186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T10:50:32.096186Z digest=sha256:2d61941074758a3f804c245612ac88e4477c397c84d7e640a4bd8d3638d73336

Observation 846afdd2-c7ff-4f58-ab6c-4fa8e632c960 · outbound

This paper cites MotionDiffuse: Text-Driven Human Motion Generation with Diffusion Model.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation MotionDiffuse: Text-Driven Human Motion Generation with Diffusion Model

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-10T10:50:32.100768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T10:50:32.100768Z digest=sha256:4f1b2fcbc9673dc3ba679b2ff03bd61c07e1da89a5b8f98a554cfe5501ccc2ce

Observation 71398cd4-04d9-4ac9-83e7-68dafb20aca3 · outbound

This paper cites Intelligent knee sleeves: a real-time multimodal dataset for 3d lower body motion estimation using smart textile.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Intelligent knee sleeves: a real-time multimodal dataset for 3d lower body motion estimation using smart textile

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.234372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:32.105722Z digest=sha256:c948294facb68894f10fd86d9df8e6ca5297a14077b648d508a952df49709771

Observation acc73449-5868-4bd8-955e-ff8937dba41d · outbound

This paper cites Physpt: Physics-aware pretrained transformer for estimating human dynamics from monocular videos.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Physpt: Physics-aware pretrained transformer for estimating human dynamics from monocular videos

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.218228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:32.110445Z digest=sha256:bef61159212b9c7ab570bdb573759fc56523800e43dbf1c137f4d6e37ab4712e

Observation eb268f85-153d-43ad-8686-087dde42144c · outbound

This paper cites Motion Mamba: Efficient and Long Sequence Motion Generation.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Motion Mamba: Efficient and Long Sequence Motion Generation

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-10T10:50:32.115405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T10:50:32.115405Z digest=sha256:d3357ed12b034a7b4e4df8dc590b1acc914727c095d7331462cfc42334a0b638

Observation 80cc3352-b659-46ea-bc88-de2ab04dd4a2 · outbound

This paper cites Diffugesture: Generating human gesture from two-person dialogue with diffusion models.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Diffugesture: Generating human gesture from two-person dialogue with diffusion models

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.202760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:32.120406Z digest=sha256:1ba0fe2579463fddde2da3d343d9e681ba346c0f0bfdd0b190664fd04685a62c

Observation 14cef9f9-4f07-4bef-b819-3879efe68f67 · outbound

This paper cites Attt2m: Text-driven human motion generation with multi-perspective attention mechanism.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Attt2m: Text-driven human motion generation with multi-perspective attention mechanism

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.186704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:32.125384Z digest=sha256:4dfceefeba5c60a1e6ccc1cf43d84c01257f5cf048480fddb65d4e6285087b6c

Observation fff4fd19-c82b-44a7-ba12-78798a6e8929 · outbound

This paper cites StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-10T10:50:32.130603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T10:50:32.130603Z digest=sha256:045c14c79326a44968e6d877177d5f22e934fbc769ab6717f916010fe195fba6

Observation 25063439-f188-4397-8207-007d8ef89830 · outbound

This paper cites Human motion generation: A survey.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Human motion generation: A survey

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.170302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:32.135811Z digest=sha256:e290e70cd70e50719986348d986fd4aaef2fc1d7ef265c827ee40b4e3fbdeaeb

Observation e28b65e2-ee79-49d1-8fed-66b3bc0cfbda · outbound

This paper cites @esa (Ref.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation @esa (Ref

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-10T10:50:32.140903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T10:50:32.140903Z digest=sha256:27d585769a0fd21d1f0c53a3594ed5f03de2079e7c05b766ac42ea916668a952

Observation b4d2b30e-8001-4664-8f47-c31e7b9e3909 · outbound

This paper cites an unresolved cited work.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation Unresolved cited work

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-10T10:50:32.146190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T10:50:32.146190Z digest=sha256:16da3601bc5d6c479c930753f446005f10c2c758f609670192c4913757694961

Observation bfc6aa17-ad43-4b8e-964d-abcfd51dc50a · outbound

This paper cites ڐa6Vӵӻ:Д+ LKhfX H.

FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation ڐa6Vӵӻ:Д+ LKhfX H

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:50:33.133556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T10:50:32.151666Z digest=sha256:ba470ec022c7244f84fb607a92fcdd0f36a0596d4e2a7ebce167e3f8189431ce

Pith citing papers

Observation b4cd01e7-45e3-48fc-bda8-16a88f204a89 · inbound

FatigueFusion: Latent Space Fusion for Fatigue-Driven Motion Synthesis cites this paper.

FatigueFusion: Latent Space Fusion for Fatigue-Driven Motion Synthesis FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-05-11T09:21:02.359372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T16:03:17.287628Z digest=sha256:7ac828312ff7bc71b4aa1d2871f32461b80249168851a785e48ab90aff787725

Observation 55237dbc-95fc-48ec-b085-ad2632a19f40 · inbound

Training-free Controllable Human Motion Generation under Heterogeneous Constraints cites this paper.

Training-free Controllable Human Motion Generation under Heterogeneous Constraints FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation

Reference 59

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T15:38:33.164459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-03T15:32:26.095436Z digest=sha256:7e48cccd9f464426651052edab23637fef716d07229a0aa94c3fd3aaaa2ad740