Pith Number

pith:TMNQA6I3

pith:2024:TMNQA6I3JAR6BNNPBNXZB2MSBE

not attested not anchored not stored refs pending

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification

Adil Mehmood Khan, Francesco Mauro, Manuel Mazzara, Muhammad Ahmad, Salvatore Distefano, Silvia Liberata Ullo

arxiv:2411.18115 v2 · 2024-11-27 · 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{TMNQA6I3JAR6BNNPBNXZB2MSBE}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-07-05T11:47:16.023688Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b1b00791b4823e0b5af0b6f90e992091f6766d672961451bf887333d5783a23

Aliases

arxiv: 2411.18115 · arxiv_version: 2411.18115v2 · doi: 10.48550/arxiv.2411.18115 · pith_short_12: TMNQA6I3JAR6 · pith_short_16: TMNQA6I3JAR6BNNP · pith_short_8: TMNQA6I3

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/TMNQA6I3JAR6BNNPBNXZB2MSBE \
  | 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: 9b1b00791b4823e0b5af0b6f90e992091f6766d672961451bf887333d5783a23

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "188e811fc1d65d5458de9eb340df866024bfedaf0609501c1cf47a5494cfc2b0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-27T07:53:39Z",
    "title_canon_sha256": "f14ef4e1cf985ff2c6393a5a709ab5020b5b728b2739827d1c3fb4f32d7bd8d1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.18115",
    "kind": "arxiv",
    "version": 2
  }
}