Paper Citation Record · LEDGER

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing

As of 21 August 2026, this Paper Citation Record lists 85 of 85 outbound references and 3 inbound Pith citation observations for arXiv:2411.16781.

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

pith.paper-citation-record.v1
2411.16781 v2

Coverage vector

measured 85 of 85 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T13:32:21.433343Z

measured 88 of 88 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:37:28.236281Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T21:55:03.803275Z

Reference resolution

85 of 85 outbound references displayed

verified exact0
verified fuzzy65
unresolved19
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d4a9d95a-cc54-4242-94f7-8010c3538f76 · outbound

This paper cites Gpt-4 technical report.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Gpt-4 technical report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T13:32:20.912733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7876657c-123a-4c00-bd8e-f9b94dd63012 · outbound

This paper cites Star-transformer: a spatio-temporal cross at- tention transformer for human action recognition.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Star-transformer: a spatio-temporal cross at- tention transformer for human action recognition

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T13:32:20.917749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64257746-f93a-4247-ae51-840318a12901 · outbound

This paper cites 2d human pose estimation: New benchmark and state of the art analysis.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing 2d human pose estimation: New benchmark and state of the art analysis

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T13:32:20.922135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0710852b-185f-46a2-bc17-5339ce4e5dac · outbound

This paper cites Qwen-vl: A frontier large vision-language model with versatile abilities.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Qwen-vl: A frontier large vision-language model with versatile abilities

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T13:32:20.926753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 618c2956-bb17-42a0-9955-61a8404d2a43 · outbound

This paper cites One token to seg them all: Language instructed rea- soning segmentation in videos.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing One token to seg them all: Language instructed rea- soning segmentation in videos

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T13:32:20.931493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84386f5b-e36d-4c59-87fd-b121bf6686b3 · outbound

This paper cites Meteor: An automatic metric for mt evaluation with improved correlation with hu- man judgments.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Meteor: An automatic metric for mt evaluation with improved correlation with hu- man judgments

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.681723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 18720050-19d7-4b1c-b92d-ea0120947749 · outbound

This paper cites Keep it smpl: Automatic estimation of 3d human pose and shape from a single image.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Keep it smpl: Automatic estimation of 3d human pose and shape from a single image

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.666850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f12619a8-08b8-4fed-89fb-1fc90b4d2111 · outbound

This paper cites Towards bet- ter adversarial synthesis of human images from text.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Towards bet- ter adversarial synthesis of human images from text

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.650345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation eaba6592-26e3-45ca-a011-a1c59fa6334b · outbound

This paper cites Smpler-x: Scaling up expressive human pose and shape estimation.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Smpler-x: Scaling up expressive human pose and shape estimation

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.632935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 85af158f-2e60-4438-960e-df3da4e3a9a9 · outbound

This paper cites Motionllm: Understanding human behaviors from human motions and videos.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Motionllm: Understanding human behaviors from human motions and videos

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.614519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e130c720-0993-445a-8870-3d8ddb3088ec · outbound

This paper cites Channel-wise topology refinement graph convolution for skeleton-based action recognition.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Channel-wise topology refinement graph convolution for skeleton-based action recognition

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.590230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 489fe822-fbc8-43e0-a267-2e8c147fb47c · outbound

This paper cites Learning phrase representations using rnn encoder-decoder for statistical machine translation.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Learning phrase representations using rnn encoder-decoder for statistical machine translation

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.570041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b9136a30-9000-4a99-98bd-995a3bab6bac · outbound

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

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Posefix: correcting 3d human poses with natural language

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.551363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a22aa2d8-6dde-493e-a01c-b73232649c71 · outbound

This paper cites Posescript: Linking 3d human poses and natural language.TPAMI, 2024.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Posescript: Linking 3d human poses and natural language.TPAMI, 2024

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.528919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 583e4259-9014-49d1-b768-3e52f335a8cd · outbound

This paper cites Poseembroider: Towards a 3d, visual, semantic-aware human pose representation.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Poseembroider: Towards a 3d, visual, semantic-aware human pose representation

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.514957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4309ce34-fc14-42a0-ace3-a3515811f555 · outbound

This paper cites Tokenhmr: Advancing human mesh recov- ery with a tokenized pose representation.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Tokenhmr: Advancing human mesh recov- ery with a tokenized pose representation

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.493319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6f6d2052-187e-4cef-b672-5be79cf6357f · outbound

This paper cites Re- vitalizing optimization for 3d human pose and shape esti- mation: A sparse constrained formulation.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Re- vitalizing optimization for 3d human pose and shape esti- mation: A sparse constrained formulation

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.481068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 390a6615-27ba-466e-a2e6-5bcc94a7c95d · outbound

This paper cites Learning analytical posterior probabil- ity for human mesh recovery.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Learning analytical posterior probabil- ity for human mesh recovery

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.468678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ff1c9a1b-ec4d-4141-aec4-8e32ecf33157 · outbound

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

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Chatpose: Chatting about 3d human pose

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.455328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5bb87772-2c92-4eb2-9984-6751464dfd4e · outbound

This paper cites Vq-hps: Hu- man pose and shape estimation in a vector-quantized latent space.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Vq-hps: Hu- man pose and shape estimation in a vector-quantized latent space

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.440633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 41ac489c-5776-447f-b04d-1bacdd5c2c17 · outbound

This paper cites Mega: Masked generative autoencoder for human mesh recovery.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Mega: Masked generative autoencoder for human mesh recovery

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.427046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e4769516-f9ef-41d0-af9c-9eeb653e25e7 · outbound

This paper cites Aifit: Automatic 3d human-interpretable feedback models for fitness training.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Aifit: Automatic 3d human-interpretable feedback models for fitness training

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.413208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9466948d-567c-46a4-975c-c3917080cd9e · outbound

This paper cites Unified pose sequence modeling.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Unified pose sequence modeling

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.399690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 68089932-b864-4d82-8b19-118df3e87b86 · outbound

This paper cites Humans in 4d: Re- constructing and tracking humans with transformers.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Humans in 4d: Re- constructing and tracking humans with transformers

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.385678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 33041c90-8215-474f-ac1d-bf82b637c59f · outbound

This paper cites Semantify: Simplifying the control of 3d morphable models using clip.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Semantify: Simplifying the control of 3d morphable models using clip

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.365237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 00e4dfc9-7096-410a-8484-5145a9942887 · outbound

This paper cites Textbooks are all you need.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Textbooks are all you need

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.348978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1252aec1-2562-4dd8-b177-1f11c6be110c · outbound

This paper cites Denoising dif- fusion probabilistic models.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Denoising dif- fusion probabilistic models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-12T13:32:21.159567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 206c4be5-20dc-492f-9f47-ddb63b54324c · outbound

This paper cites Avatarclip: Zero-shot text- driven generation and animation of 3d avatars.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Avatarclip: Zero-shot text- driven generation and animation of 3d avatars

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.327371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0e1b1487-f2b4-494d-bbe7-cd694f061bef · outbound

This paper cites Lora: Low-rank adaptation of large language models.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Lora: Low-rank adaptation of large language models

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.312089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2a406416-bd38-4005-b7ff-c9325f6a24cf · outbound

This paper cites an unresolved cited work.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:32:22.294645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bfaa98e0-f5ae-4bc7-9858-20ee6442d96f · outbound

This paper cites Mistral 7b (2023).

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Mistral 7b (2023)

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.277048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 125c29cc-af2e-4a43-8d5b-34660f115841 · outbound

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

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Motiongpt: Human motion as a foreign language

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T13:32:21.183957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daf88416-e854-4dfa-be74-387ffa80b8aa · outbound

This paper cites Learning effective hu- man pose estimation from inaccurate annotation.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Learning effective hu- man pose estimation from inaccurate annotation

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.252169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0d8d3e66-0a16-4507-865d-6e560fbd521d · outbound

This paper cites End-to-end recovery of human shape and pose.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing End-to-end recovery of human shape and pose

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.236153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e6904c24-4f28-4b1d-9023-75f697861773 · outbound

This paper cites Fixmypose: Pose correctional captioning and re- trieval.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Fixmypose: Pose correctional captioning and re- trieval

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.221965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 89d5e5ee-99e4-42b4-9bfd-8e4ab556e358 · outbound

This paper cites Segment any- thing.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Segment any- thing

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T13:32:21.202172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a5ef608-1c65-4fb3-b782-4b28855b6ad0 · outbound

This paper cites Lisa: Reasoning segmenta- tion via large language model.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Lisa: Reasoning segmenta- tion via large language model

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-12T13:32:21.207670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 658cc7c4-5e84-4895-9a1f-623ed5b87032 · outbound

This paper cites Llava-onevision: Easy visual task transfer.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Llava-onevision: Easy visual task transfer

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.189486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 146ca529-ee33-4ac7-9f00-a43f1cc05f4f · outbound

This paper cites Video-llava: Learning united visual repre- sentation by alignment before projection.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Video-llava: Learning united visual repre- sentation by alignment before projection

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.176369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9b343677-6b4c-4fce-a9c8-42aadf1ed9fd · outbound

This paper cites Rouge: A package for automatic evaluation of summaries.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Rouge: A package for automatic evaluation of summaries

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-12T13:32:21.219603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39aff61a-637b-4c94-911f-692e15a205b6 · outbound

This paper cites Being comes from not-being: Open-vocabulary text-to-motion generation with wordless training.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Being comes from not-being: Open-vocabulary text-to-motion generation with wordless training

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.155392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4d813e64-4013-42dd-b893-2af49af8e60f · outbound

This paper cites Chathuman: Language-driven 3d human understanding with retrieval-augmented tool reasoning.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Chathuman: Language-driven 3d human understanding with retrieval-augmented tool reasoning

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.139661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1755b1c1-0985-4422-9f5b-0235735f5843 · outbound

This paper cites Microsoft coco: Common objects in context.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Microsoft coco: Common objects in context

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.123783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 36489d87-307c-409c-898d-1a5b1d44fe09 · outbound

This paper cites Visual instruction tuning.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Visual instruction tuning

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.108677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 53c3bed6-6d39-4957-bc45-d127255eae69 · outbound

This paper cites Improved baselines with visual instruction tuning.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Improved baselines with visual instruction tuning

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-12T13:32:21.239647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cd696fa-3315-4832-b608-1e46fc3064ba · outbound

This paper cites an unresolved cited work.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:32:22.085004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 59e728d2-b0e5-45fc-83fb-cb7238f82bfe · outbound

This paper cites M 3gpt: An advanced multimodal, multitask framework for motion comprehension and generation.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing M 3gpt: An advanced multimodal, multitask framework for motion comprehension and generation

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.067985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ef6605ec-c997-43d6-ba72-277bed693146 · outbound

This paper cites Amass: Archive of mo- tion capture as surface shapes.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Amass: Archive of mo- tion capture as surface shapes

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-12T13:32:21.252722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1f61c97-5b83-4c01-9735-f83f1cd7693b · outbound

This paper cites Monocular 3d human pose estimation in the wild using improved cnn supervision.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Monocular 3d human pose estimation in the wild using improved cnn supervision

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.040688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 37c397a7-3b3d-4432-8676-b6451b05ad85 · outbound

This paper cites Hummuss: Human motion understanding using state space models.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Hummuss: Human motion understanding using state space models

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.026305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 30ec4ef5-5d5b-4636-ba7b-6b76d87d6c93 · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Bleu: a method for automatic evaluation of machine translation

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:22.007572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c13ea94f-15d4-4a2b-ada4-ba3ebbed6392 · outbound

This paper cites an unresolved cited work.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:32:21.992983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f7996632-5593-4697-9f46-c6da324c6749 · outbound

This paper cites Learn- ing transferable visual models from natural language super- vision.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Learn- ing transferable visual models from natural language super- vision

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-12T13:32:21.280170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47101158-c16a-44a2-a8e3-3f223a612d7f · outbound

This paper cites Exploring the limits of transfer learning with a unified text-to-text transformer.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Exploring the limits of transfer learning with a unified text-to-text transformer

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:21.967156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 242cf45e-6aec-4f84-b690-1fb76b55d11c · outbound

This paper cites Humor: 3d human motion model for robust pose estimation.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Humor: 3d human motion model for robust pose estimation

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:21.951624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d5e2eb03-b7e9-48f5-93e4-5b09f8689cd2 · outbound

This paper cites Distilbert, a distilled version of bert: smaller, faster, cheaper and lighter.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Distilbert, a distilled version of bert: smaller, faster, cheaper and lighter

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:21.937045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 555d9789-8f59-4a3c-9ca5-2b8d3b4e0166 · outbound

This paper cites Body talk: Crowdshaping realistic 3d avatars with words.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Body talk: Crowdshaping realistic 3d avatars with words

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:21.922478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dbdbca8d-4e47-481b-832b-277842654197 · outbound

This paper cites Aios: All-in-one-stage expressive human pose and shape estimation.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Aios: All-in-one-stage expressive human pose and shape estimation

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:21.907398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cd67ffb1-5e74-4d9a-9f17-a9363efe1e01 · outbound

This paper cites Llama: Open and efficient foundation language models.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Llama: Open and efficient foundation language models

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:21.893392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 80ceb2ec-20b9-4709-b8dc-1b993f1baf9c · outbound

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

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing 3d human pose estimation via intuitive physics

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:21.878143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bbe40c2d-a3bf-4269-bda7-413dee71c8f5 · outbound

This paper cites Neural discrete representation learning.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Neural discrete representation learning

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-12T13:32:21.324642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca28bed9-137a-4303-8f1b-2a5c094f7e46 · outbound

This paper cites Recovering ac- curate 3d human pose in the wild using imus and a moving camera.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Recovering ac- curate 3d human pose in the wild using imus and a moving camera

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:21.854282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0fe78897-2607-4d76-b83f-a916817a0ad6 · outbound

This paper cites Videomae v2: Scaling video masked autoencoders with dual masking.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Videomae v2: Scaling video masked autoencoders with dual masking

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:21.839383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5f8fef19-1172-49b2-8240-48eb37437015 · outbound

This paper cites Masked video distillation: Rethinking masked feature mod- eling for self-supervised video representation learning.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Masked video distillation: Rethinking masked feature mod- eling for self-supervised video representation learning

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:21.823214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c3fde15c-4bdc-42a4-aee5-ab04ef616675 · outbound

This paper cites Zolly: Zoom focal length correctly for perspective- distorted human mesh reconstruction.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Zolly: Zoom focal length correctly for perspective- distorted human mesh reconstruction

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:21.804549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bf1c9eab-8d85-4415-92b1-89ab2d78b0d3 · outbound

This paper cites Cogvlm: Visual expert for pretrained language models.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Cogvlm: Visual expert for pretrained language models

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:21.790484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d9ddb6f0-be64-45a7-8e6e-63d335d8da32 · outbound

This paper cites Internvideo2: Scaling video foundation models for multimodal video understanding.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Internvideo2: Scaling video foundation models for multimodal video understanding

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:21.771542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 95df5f52-b8bc-43b2-8ed4-e786d8a3cf95 · outbound

This paper cites Occllama: An occupancy-language-action generative world model for au- tonomous driving.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Occllama: An occupancy-language-action generative world model for au- tonomous driving

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:21.754573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a3791995-a88d-48ba-a198-cd649437d5a4 · outbound

This paper cites Motionllm: Multimodal motion-language learning with large language models.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Motionllm: Multimodal motion-language learning with large language models

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:21.740719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 58fcb0a1-17b4-4742-ba50-e2491ff90c62 · outbound

This paper cites Show-o: One single transformer to unify multimodal understanding and generation.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Show-o: One single transformer to unify multimodal understanding and generation

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:21.726148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dee4e429-7000-48bd-a48d-6304b05284c6 · outbound

This paper cites Smpler: Tam- ing transformers for monocular 3d human shape and pose estimation.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Smpler: Tam- ing transformers for monocular 3d human shape and pose estimation

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:21.710679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fc1f439a-454b-4263-9c70-d6f06b30ebaf · outbound

This paper cites Qwen2 technical report.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Qwen2 technical report

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:21.690567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6c73b9cf-f7c0-45a3-8d48-94795c21b4dc · outbound

This paper cites Uni- audio 1.5: Large language model-driven audio codec is a few-shot audio task learner.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Uni- audio 1.5: Large language model-driven audio codec is a few-shot audio task learner

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:21.666633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9ab6d6af-98f5-412f-a463-789852b3f402 · outbound

This paper cites mplug- owl3: Towards long image-sequence understanding in multi- modal large language models, 2024.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing mplug- owl3: Towards long image-sequence understanding in multi- modal large language models, 2024

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:21.651711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 070da214-fd14-4611-a9e6-035bbb3c628b · outbound

This paper cites Speechgpt: Empow- ering large language models with intrinsic cross-modal con- versational abilities.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Speechgpt: Empow- ering large language models with intrinsic cross-modal con- versational abilities

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:21.635603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 80b6d2f3-338a-4e27-b3d2-389936a221b6 · outbound

This paper cites Pymaf: 3d human pose and shape regression with pyramidal mesh alignment feedback loop.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Pymaf: 3d human pose and shape regression with pyramidal mesh alignment feedback loop

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:21.608653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0923ea77-9991-4f7d-b6ed-0e7059ff899e · outbound

This paper cites Mo- tiongpt: Finetuned llms are general-purpose motion genera- tors.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Mo- tiongpt: Finetuned llms are general-purpose motion genera- tors

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-12T13:32:21.397086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10617ccd-78e5-4739-b49e-bbac5808ac5b · outbound

This paper cites Single im- age action recognition using semantic body part actions.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Single im- age action recognition using semantic body part actions

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:21.576250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bd19217a-22b0-4553-a834-422408928f10 · outbound

This paper cites Transfusion: Pre- dict the next token and diffuse images with one multi-modal model.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Transfusion: Pre- dict the next token and diffuse images with one multi-modal model

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:21.557106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2747de09-6f07-4641-8364-a8e97054a666 · outbound

This paper cites Minigpt-4: Enhancing vision-language understanding with advanced large language models.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Minigpt-4: Enhancing vision-language understanding with advanced large language models

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:21.541729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2fbf5d57-adee-4b25-9015-171dd9c2f7f7 · outbound

This paper cites Therightkneeandthigharestraight,andtheleftlegisalsostraight.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Therightkneeandthigharestraight,andtheleftlegisalsostraight

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:21.526223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a8cc1aff-ce1c-4d1c-8c34-94e38ef00ca9 · outbound

This paper cites This extensive data effectively facilitates the alignment of pose and text modalities.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing This extensive data effectively facilitates the alignment of pose and text modalities

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:21.510767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d480161a-2b97-4133-a588-a36d37ded064 · outbound

This paper cites an unresolved cited work.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Unresolved cited work

Reference 84

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:32:21.495015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8ae9533b-a6b3-4252-b69c-ed44c7bf8e5f · outbound

This paper cites The results show that our approach more accurately estimates human poses, even in scenarios with complex limb articulations.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing The results show that our approach more accurately estimates human poses, even in scenarios with complex limb articulations

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:32:21.476877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ef29c048-4adc-4374-ad36-65e4d83caaf2 · outbound

This paper cites an unresolved cited work.

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Unresolved cited work

Reference 2023

Resolution: parse uncertain; no resolver link, observed 2026-08-12T13:32:21.090809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation deb65451-07b8-4f89-b9a5-20ee598e4a3e · inbound

Human-Centric Foundation Models: Perception, Generation and Agentic Modeling cites this paper.

Human-Centric Foundation Models: Perception, Generation and Agentic Modeling UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-08T04:41:08.459981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f031606a-9685-4d35-967b-9da7383f2d0e · inbound

Being-M0.5: A Real-Time Controllable Vision-Language-Motion Model cites this paper.

Being-M0.5: A Real-Time Controllable Vision-Language-Motion Model UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing

Reference 46

Resolution: verified exact; local_arxiv, observed 2026-08-05T21:55:03.873453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 494ed840-153c-4c07-91a5-87a25528ded1 · inbound

Extension of generalized KYP lemma: from LTI systems to LPV systems cites this paper.

Extension of generalized KYP lemma: from LTI systems to LPV systems UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T17:37:28.236281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.