Pith Number

pith:BY4T3NKE

pith:2025:BY4T3NKE54KBUWWJZ37UBIVWQ6

not attested not anchored not stored refs pending

Enhancing Large Vision Model in Street Scene Semantic Understanding through Leveraging Posterior Optimization Trajectory

Guangxu Zhu, Jingreng Lei, Ming Tang, Qingfeng Lin, Rongguang Ye, Shuai Wang, Wei-Bin Kou, Yik-Chung Wu

arxiv:2501.01710 v2 · 2025-01-03 · cs.CV · cs.LG · cs.RO

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\usepackage{pith}
\pithnumber{BY4T3NKE54KBUWWJZ37UBIVWQ6}

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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

Unveiling Uncertainty-Aware Autonomous Cooperative Learning Based Planning Strategy

Receipt and verification

First computed	2026-07-05T11:13:18.003041Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0e393db544ef141a5ac9ceff40a2b687bc15389b9cc443881d57d2f279dd5b77

Aliases

arxiv: 2501.01710 · arxiv_version: 2501.01710v2 · doi: 10.48550/arxiv.2501.01710 · pith_short_12: BY4T3NKE54KB · pith_short_16: BY4T3NKE54KBUWWJ · pith_short_8: BY4T3NKE

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/BY4T3NKE54KBUWWJZ37UBIVWQ6 \
  | 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: 0e393db544ef141a5ac9ceff40a2b687bc15389b9cc443881d57d2f279dd5b77

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0ec7eddc03fb59482db98d6e2ce4ca6c81ca5d1758152bd28ad0c014efd28124",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-03T09:10:56Z",
    "title_canon_sha256": "28f56451e9b12d2ee5641b3291e3368045b9408836ad27e5448d30d3a7b64b75"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.01710",
    "kind": "arxiv",
    "version": 2
  }
}