Pith Number

pith:ZV473UW3

pith:2021:ZV473UW3KQMS3TD36P7T3NKP2J

not attested not anchored not stored refs pending

Virtual Temporal Samples for Recurrent Neural Networks: applied to semantic segmentation in agriculture

Alireza Ahmadi, Chris McCool, Michael Halstead

arxiv:2106.10118 v2 · 2021-06-18 · cs.CV · cs.RO

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZV473UW3KQMS3TD36P7T3NKP2J}

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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

AgriField-40K: Adapting Vision Models to Agriculture With Efficient Continual Pretraining

Receipt and verification

First computed	2026-07-05T03:11:30.273688Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd79fdd2db54192dcc7bf3ff3db54fd24c0cff26fcee6ea94b3b8df90ef2e500

Aliases

arxiv: 2106.10118 · arxiv_version: 2106.10118v2 · doi: 10.48550/arxiv.2106.10118 · pith_short_12: ZV473UW3KQMS · pith_short_16: ZV473UW3KQMS3TD3 · pith_short_8: ZV473UW3

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/ZV473UW3KQMS3TD36P7T3NKP2J \
  | 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: cd79fdd2db54192dcc7bf3ff3db54fd24c0cff26fcee6ea94b3b8df90ef2e500

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "86c6091d0688b06261923826fbaf2acc7fd62b506d916166a133be3c81f86ba3",
    "cross_cats_sorted": [
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-06-18T13:15:54Z",
    "title_canon_sha256": "1176710b4ea755e196b88eeaa226c64a19b94003a0c9f858e6f5be8d86f06769"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.10118",
    "kind": "arxiv",
    "version": 2
  }
}