Pith Number

pith:APAOOKDL

pith:2025:APAOOKDLH2WIQHS34CSLHNMWCN

not attested not anchored not stored refs pending

Targeted Adversarial Denoising Autoencoders (TADA) for Neural Time Series Filtration

Benjamin J. Choi, Clara A. Scholl, Francesco Tenore, Griffin Milsap, Mattson Ogg

arxiv:2501.04967 v2 · 2025-01-09 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{APAOOKDLH2WIQHS34CSLHNMWCN}

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

Physics-Constrained Denoising Autoencoders for Data-Scarce Wildfire UAV Sensing

Receipt and verification

First computed	2026-07-05T09:59:23.203926Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

03c0e7286b3eac881e5be0a4b3b596135470578dab41fd2f078b2f1669e8d6be

Aliases

arxiv: 2501.04967 · arxiv_version: 2501.04967v2 · doi: 10.48550/arxiv.2501.04967 · pith_short_12: APAOOKDLH2WI · pith_short_16: APAOOKDLH2WIQHS3 · pith_short_8: APAOOKDL

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/APAOOKDLH2WIQHS34CSLHNMWCN \
  | 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: 03c0e7286b3eac881e5be0a4b3b596135470578dab41fd2f078b2f1669e8d6be

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ab08af437274a7ad8fabbf799a545b25e0377d0dd81a8af107155b0342db12b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-09T04:41:50Z",
    "title_canon_sha256": "663a18821d8f95f660e3dd37111a65d40a0234d46f9a3816f2e84fd89b579334"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.04967",
    "kind": "arxiv",
    "version": 2
  }
}