Pith Number

pith:MJATMX4B

pith:2020:MJATMX4BBNTG7YUUDTYC4FTO45

not attested not anchored not stored refs pending

Monte Carlo Dropout Ensembles for Robust Illumination Estimation

Alexandros Iosifidis, Firas Laakom, Jarno Nikkanen, Jenni Raitoharju, Moncef Gabbouj

arxiv:2007.10114 v1 · 2020-07-20 · cs.CV · cs.LG · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MJATMX4BBNTG7YUUDTYC4FTO45}

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	2026-07-05T01:20:33.231789Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6241365f810b666fe2941cf02e166ee761d82923da135c2a9edeaf61a5c6cd9e

Aliases

arxiv: 2007.10114 · arxiv_version: 2007.10114v1 · doi: 10.48550/arxiv.2007.10114 · pith_short_12: MJATMX4BBNTG · pith_short_16: MJATMX4BBNTG7YUU · pith_short_8: MJATMX4B

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/MJATMX4BBNTG7YUUDTYC4FTO45 \
  | 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: 6241365f810b666fe2941cf02e166ee761d82923da135c2a9edeaf61a5c6cd9e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "64ff71179e29d091c49f830922a47d1e42998eb6c763cabd11c73b87d349cf04",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-07-20T13:56:14Z",
    "title_canon_sha256": "046e360924c72428c161d1629962c9842627b77a265f3f617994423cdb8fdd67"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.10114",
    "kind": "arxiv",
    "version": 1
  }
}