Pith Number

pith:DVI4DCQX

pith:2020:DVI4DCQXRMJLEZZ7UOKDBB4GNI

not attested not anchored not stored refs pending

Calibrated Adversarial Refinement for Stochastic Semantic Segmentation

Cedric Nugteren, Deepak K. Gupta, Elias Kassapis, Georgi Dikov

arxiv:2006.13144 v3 · 2020-06-23 · 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{DVI4DCQXRMJLEZZ7UOKDBB4GNI}

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	2026-07-05T03:03:17.880907Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d51c18a178b12b2673fa3943087866a30ace8a292c8299e2027719adb761a5c

Aliases

arxiv: 2006.13144 · arxiv_version: 2006.13144v3 · doi: 10.48550/arxiv.2006.13144 · pith_short_12: DVI4DCQXRMJL · pith_short_16: DVI4DCQXRMJLEZZ7 · pith_short_8: DVI4DCQX

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/DVI4DCQXRMJLEZZ7UOKDBB4GNI \
  | 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: 1d51c18a178b12b2673fa3943087866a30ace8a292c8299e2027719adb761a5c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bcaeec68e88a9a0c3b276c66bb7f5f24333840a4c5bf8b1848cdc290a3b36d09",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-06-23T16:39:59Z",
    "title_canon_sha256": "160817190b92874f02abbd53e1755989cfe1d821a329432327b89f097f9cf893"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.13144",
    "kind": "arxiv",
    "version": 3
  }
}