Pith Number

pith:36ODUBJH

pith:2026:36ODUBJHSKAULXG34VDRA2EEDF

not attested not anchored not stored refs pending

VGAS: Value-Guided Action-Chunk Selection for Few-Shot Vision-Language-Action Adaptation

Changhua Xu, En Yu, Jie Lu, Junyu Xuan

arxiv:2602.07399 v2 · 2026-02-07 · cs.AI · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{36ODUBJHSKAULXG34VDRA2EEDF}

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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

1 paper in Pith

Autonomous Drift Learning in Data Streams: A Unified Perspective

Receipt and verification

First computed	2026-05-25T02:01:14.699081Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

df9c3a0527928145dcdbe5471068841946d12b568eb97961bd8499bf4839bbeb

Aliases

arxiv: 2602.07399 · arxiv_version: 2602.07399v2 · doi: 10.48550/arxiv.2602.07399 · pith_short_12: 36ODUBJHSKAU · pith_short_16: 36ODUBJHSKAULXG3 · pith_short_8: 36ODUBJH

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/36ODUBJHSKAULXG34VDRA2EEDF \
  | 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: df9c3a0527928145dcdbe5471068841946d12b568eb97961bd8499bf4839bbeb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1be7ce8dc9cfbadc41c9f90a0b3d0a08dac40b84784230086fab29c370198f72",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-02-07T06:31:53Z",
    "title_canon_sha256": "503c6c36bdce9a5eb704ec76aa11d981cd324f771cdefbd9bef0a980f3301d58"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.07399",
    "kind": "arxiv",
    "version": 2
  }
}