Pith Number

pith:IB62MPP6

pith:2022:IB62MPP6KR5OVZU5KY7JWGNTLX

not attested not anchored not stored refs pending

Don't Pay Attention to the Noise: Learning Self-supervised Representations of Light Curves with a Denoising Time Series Transformer

Ingo Waldmann, Kai Hou Yip, Mario Morvan, Nikolaos Nikolaou

arxiv:2207.02777 v1 · 2022-07-06 · astro-ph.IM · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IB62MPP6KR5OVZU5KY7JWGNTLX}

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.

Cited by

1 paper in Pith

A public dataset of Ariel simulated observations for developing exoplanetary atmosphere data reduction pipelines

Receipt and verification

First computed	2026-07-05T04:38:07.723366Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

407da63dfe547aeae69d563e9b19b35dd5e789daa72f2fd4afbc8beb8b2263f7

Aliases

arxiv: 2207.02777 · arxiv_version: 2207.02777v1 · doi: 10.48550/arxiv.2207.02777 · pith_short_12: IB62MPP6KR5O · pith_short_16: IB62MPP6KR5OVZU5 · pith_short_8: IB62MPP6

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/IB62MPP6KR5OVZU5KY7JWGNTLX \
  | 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: 407da63dfe547aeae69d563e9b19b35dd5e789daa72f2fd4afbc8beb8b2263f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9c331f14e08cab128ad91c43e88ffa445ad91a429f9165ed41cc10ae31d4b097",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "astro-ph.IM",
    "submitted_at": "2022-07-06T16:10:11Z",
    "title_canon_sha256": "5a50f42ab23fdbcda59bf06c853d0fd162c5f2843f537479ee2d649e7beb336d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.02777",
    "kind": "arxiv",
    "version": 1
  }
}