Pith Number

pith:QRU5OQVM

pith:2024:QRU5OQVMXMB5MXE3J5NR4FCKEF

not attested not anchored not stored refs pending

REO-VLM: Transforming VLM to Meet Regression Challenges in Earth Observation

Chunhua Shen, Feng Lin, Guoting Wei, Hao Chen, Haokui Zhang, Xiao Xiang Zhu, Xizhe Xue

arxiv:2412.16583 v1 · 2024-12-21 · 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{QRU5OQVMXMB5MXE3J5NR4FCKEF}

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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

3 papers in Pith

Robust Onion: Peeling Open Vocab Object Detectors Under Noise

RemoteShield: Enable Robust Multimodal Large Language Models for Earth Observation

Receipt and verification

First computed	2026-07-05T09:52:49.832960Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8469d742acbb03d65c9b4f5b1e144a2164a243ed66568719eef326c215cc6961

Aliases

arxiv: 2412.16583 · arxiv_version: 2412.16583v1 · doi: 10.48550/arxiv.2412.16583 · pith_short_12: QRU5OQVMXMB5 · pith_short_16: QRU5OQVMXMB5MXE3 · pith_short_8: QRU5OQVM

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/QRU5OQVMXMB5MXE3J5NR4FCKEF \
  | 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: 8469d742acbb03d65c9b4f5b1e144a2164a243ed66568719eef326c215cc6961

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ad69b3b33416adb8251187aeb34e4d6469ee85134aeb5ecbe4aaf73f6f15cc89",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-21T11:17:15Z",
    "title_canon_sha256": "9ee898138c4161fa7cc869b55666db8e04c16211d70744ab713ebb8298c4b679"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.16583",
    "kind": "arxiv",
    "version": 1
  }
}