Pith Number

pith:TYYJGRV3

pith:2024:TYYJGRV3ODYWISNOVRTBRXI4IH

not attested not anchored not stored refs pending

Rethinking Diffusion for Text-Driven Human Motion Generation: Redundant Representations, Evaluation, and Masked Autoregression

Huaizu Jiang, Xiaogang Peng, Yiming Xie, Zeyu Han, Zichong Meng

arxiv:2411.16575 v2 · 2024-11-25 · cs.CV

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\usepackage{pith}
\pithnumber{TYYJGRV3ODYWISNOVRTBRXI4IH}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

4 papers in Pith

MARRS: Masked Autoregressive Unit-based Reaction Synthesis

SONIC: Supersizing Motion Tracking for Natural Humanoid Whole-Body Control

Next-Scale Autoregressive Models for Text-to-Motion Generation

ScaleMoGen: Autoregressive Next-Scale Prediction for Human Motion Generation

Receipt and verification

First computed	2026-07-05T11:34:02.371552Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9e309346bb70f16449aeac6618dd1c41fb53bb1e2cb4635a355b60814b5ddb7a

Aliases

arxiv: 2411.16575 · arxiv_version: 2411.16575v2 · doi: 10.48550/arxiv.2411.16575 · pith_short_12: TYYJGRV3ODYW · pith_short_16: TYYJGRV3ODYWISNO · pith_short_8: TYYJGRV3

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/TYYJGRV3ODYWISNOVRTBRXI4IH \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 9e309346bb70f16449aeac6618dd1c41fb53bb1e2cb4635a355b60814b5ddb7a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c638d432bdef8f0fc31a8296a9c5ec220f33a5491b310e79f690b4a29f4018c3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-25T16:59:42Z",
    "title_canon_sha256": "89064cee88f5c85696c4c953003ebfae81bec20e198dd9b494a449369b1823f7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.16575",
    "kind": "arxiv",
    "version": 2
  }
}