Pith Number

pith:VN5ELP5N

pith:2019:VN5ELP5NC37QPPX5OLKBFS5F63

not attested not anchored not stored refs pending

Application of Decision Rules for Handling Class Imbalance in Semantic Segmentation

Fabian H\"uger, Hanno Gottschalk, Matthias Rottmann, Peter Schlicht, Robin Chan

arxiv:1901.08394 v1 · 2019-01-24 · cs.CV · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VN5ELP5NC37QPPX5OLKBFS5F63}

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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

2 papers in Pith

Importance-Aware Semantic Segmentation with Efficient Pyramidal Context Network for Navigational Assistant Systems

A Comparative Study of High-Recall Real-Time Semantic Segmentation Based on Swift Factorized Network

Receipt and verification

First computed	2026-05-17T23:55:35.598605Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ab7a45bfad16ff07befd72d412cba5f6e809f13025b7eca06b875e330c88e96d

Aliases

arxiv: 1901.08394 · arxiv_version: 1901.08394v1 · doi: 10.48550/arxiv.1901.08394 · pith_short_12: VN5ELP5NC37Q · pith_short_16: VN5ELP5NC37QPPX5 · pith_short_8: VN5ELP5N

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/VN5ELP5NC37QPPX5OLKBFS5F63 \
  | 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: ab7a45bfad16ff07befd72d412cba5f6e809f13025b7eca06b875e330c88e96d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "31d10ded2e081bb5249ff67b4232d2349ebe7fdf4a126e855101cb9ed4b70202",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-01-24T13:20:25Z",
    "title_canon_sha256": "a7d9b4810daf796ddbd8c5fb46a08ad0923bc289795d04af3c7cb6cfeffdd13e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.08394",
    "kind": "arxiv",
    "version": 1
  }
}