Pith Number

pith:R4ICBILB

pith:2024:R4ICBILBKHRQIPTTH2MIGJQ65E

not attested not anchored not stored refs pending

Enhancing Remote Sensing Vision-Language Models for Zero-Shot Scene Classification

Beno\^it G\'erin, Beno\^it Macq, Christophe De Vleeschouwer, Ismail Ben Ayed, Karim El Khoury, Maxime Zanella, Sa\"id Mahmoudi, Tiffanie Godelaine

arxiv:2409.00698 v2 · 2024-09-01 · cs.CV

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\usepackage{pith}
\pithnumber{R4ICBILBKHRQIPTTH2MIGJQ65E}

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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

Online Gaussian Test-Time Adaptation of Vision-Language Models

Receipt and verification

First computed	2026-07-05T09:57:46.088534Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8f1020a16151e3043e733e9883261ee93800f2ed68c4d7edb70d2b7e18bd5e5c

Aliases

arxiv: 2409.00698 · arxiv_version: 2409.00698v2 · doi: 10.48550/arxiv.2409.00698 · pith_short_12: R4ICBILBKHRQ · pith_short_16: R4ICBILBKHRQIPTT · pith_short_8: R4ICBILB

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/R4ICBILBKHRQIPTTH2MIGJQ65E \
  | 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: 8f1020a16151e3043e733e9883261ee93800f2ed68c4d7edb70d2b7e18bd5e5c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "edf2183843e8b45175f5cc270384bcb3d069e9976d3da9adc2511508d4a73d5e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-09-01T11:39:13Z",
    "title_canon_sha256": "853fba3da3e7dea3a038a28c4a78380ff4825d45d50c203d6f15c96b75f2cef0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.00698",
    "kind": "arxiv",
    "version": 2
  }
}