Pith Number

pith:VTBU3L2X

pith:2025:VTBU3L2XV35KZDFGXDAP4PQDME

not attested not anchored not stored refs pending

CEED-VLA: Consistency Vision-Language-Action Model with Early-Exit Decoding

Donglin Wang, Han Zhao, Haoang Li, Jiayi Chen, Pengxiang Ding, Wenxuan Song, Yuxin Huang

arxiv:2506.13725 v1 · 2025-06-16 · cs.RO

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\usepackage{pith}
\pithnumber{VTBU3L2XV35KZDFGXDAP4PQDME}

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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

13 papers in Pith

PolicyTrim: Boosting Intrinsic Policy Efficiency of Vision-Language-Action Models

Mix-QVLA: Task-Evidence-Aware Mixed-Precision Quantization of Vision-Language-Action Models

Let It Be Simple: One-Step Action Generation for Vision-Language-Action Models

FASTER: Rethinking Real-Time Flow VLAs

Offline Semantic Guidance for Efficient Vision-Language-Action Policy Distillation

Receipt and verification

First computed	2026-07-05T11:22:25.530410Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

acc34daf57aefaac8ca6b8c0fe3e036127e71297564038c4c041de50780a8460

Aliases

arxiv: 2506.13725 · arxiv_version: 2506.13725v1 · doi: 10.48550/arxiv.2506.13725 · pith_short_12: VTBU3L2XV35K · pith_short_16: VTBU3L2XV35KZDFG · pith_short_8: VTBU3L2X

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/VTBU3L2XV35KZDFGXDAP4PQDME \
  | 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: acc34daf57aefaac8ca6b8c0fe3e036127e71297564038c4c041de50780a8460

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "680be4fbec2f3c72b0bfa5879880b98cb949ff8a6703f5a015fafb05a20f5bde",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2025-06-16T17:31:16Z",
    "title_canon_sha256": "3068b3c2442a5541bae795760045098cb0748080e23117de9e5ba194f9042072"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.13725",
    "kind": "arxiv",
    "version": 1
  }
}