Pith Number

pith:YTOET3AT

pith:2019:YTOET3ATVPS74JDSPLIE4JKOC2

not attested not anchored not stored refs pending

On Boosting Semantic Street Scene Segmentation with Weak Supervision

Gijs Dubbelman, Panagiotis Meletis

arxiv:1903.03462 v2 · 2019-03-08 · cs.CV

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\usepackage{pith}
\pithnumber{YTOET3ATVPS74JDSPLIE4JKOC2}

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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

Data Selection for training Semantic Segmentation CNNs with cross-dataset weak supervision

Receipt and verification

First computed	2026-05-17T23:40:33.082618Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c4dc49ec13abe5fe24727ad04e254e16bb5009bfd04018be94709808540df916

Aliases

arxiv: 1903.03462 · arxiv_version: 1903.03462v2 · doi: 10.48550/arxiv.1903.03462 · pith_short_12: YTOET3ATVPS7 · pith_short_16: YTOET3ATVPS74JDS · pith_short_8: YTOET3AT

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/YTOET3ATVPS74JDSPLIE4JKOC2 \
  | 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: c4dc49ec13abe5fe24727ad04e254e16bb5009bfd04018be94709808540df916

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a1b247293ec7ea34ad662b95bba24fb4faeea5ec981c7376ed83f4a283f9792",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-03-08T14:16:11Z",
    "title_canon_sha256": "892092e892bd9575bb614d17456cef9147a374c41d07a2955454ccd144dd1e14"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.03462",
    "kind": "arxiv",
    "version": 2
  }
}