Pith Number

pith:DGUSR7NQ

pith:2017:DGUSR7NQLYPGMFKGYA5AWJ3MPF

not attested not anchored not stored refs pending

Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation

Arpit Jain, Rama Chellappa, Ser Nam Lim, Swami Sankaranarayanan, Yogesh Balaji

arxiv:1711.06969 v2 · 2017-11-19 · cs.CV · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DGUSR7NQLYPGMFKGYA5AWJ3MPF}

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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

How much real data do we actually need: Analyzing object detection performance using synthetic and real data

Receipt and verification

First computed	2026-05-18T00:19:41.540531Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

19a928fdb05e1e661546c03a0b276c797c9e594a6311c5c2e50b219954718f20

Aliases

arxiv: 1711.06969 · arxiv_version: 1711.06969v2 · doi: 10.48550/arxiv.1711.06969 · pith_short_12: DGUSR7NQLYPG · pith_short_16: DGUSR7NQLYPGMFKG · pith_short_8: DGUSR7NQ

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/DGUSR7NQLYPGMFKGYA5AWJ3MPF \
  | 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: 19a928fdb05e1e661546c03a0b276c797c9e594a6311c5c2e50b219954718f20

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bf01a28b2e11fcfe65b4334518a4dc2466204a436f97000feadc57ddeae5bd37",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2017-11-19T05:25:24Z",
    "title_canon_sha256": "7090e31b74fd5fb7b27e43d2f36d0d557538ac1a40b5accb0e11ea09ae13c8d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.06969",
    "kind": "arxiv",
    "version": 2
  }
}