Pith Number

pith:M34OYQLS

pith:2024:M34OYQLSVPBEOKHDBAPD6DGVM7

not attested not anchored not stored refs pending

Pushing the Limits of Vision-Language Models in Remote Sensing without Human Annotations

Donggeun Yu, Junghoon Seo, Keumgang Cha

arxiv:2409.07048 v1 · 2024-09-11 · cs.CV

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\usepackage{pith}
\pithnumber{M34OYQLSVPBEOKHDBAPD6DGVM7}

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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

Representation Discrepancy Bridging Method for Remote Sensing Image-Text Retrieval

Receipt and verification

First computed	2026-07-05T09:05:44.855934Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

66f8ec4172abc24728e3081e3f0cd567d69b2cc399e999bf8422a48fd2c706db

Aliases

arxiv: 2409.07048 · arxiv_version: 2409.07048v1 · doi: 10.48550/arxiv.2409.07048 · pith_short_12: M34OYQLSVPBE · pith_short_16: M34OYQLSVPBEOKHD · pith_short_8: M34OYQLS

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/M34OYQLSVPBEOKHDBAPD6DGVM7 \
  | 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: 66f8ec4172abc24728e3081e3f0cd567d69b2cc399e999bf8422a48fd2c706db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0b4a40d2df5cc839ab24ea542f65a4538432c3c295bed98cff23a6624317dbd7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-09-11T06:36:08Z",
    "title_canon_sha256": "52516e7fb4bed62bfac2a1e5824691d1b6204d4c777ccb686d59694c0a81de9f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.07048",
    "kind": "arxiv",
    "version": 1
  }
}