Pith Number

pith:TXZKUBD7

pith:2020:TXZKUBD743YWHC6VRFIO5HC6GP

not attested not anchored not stored refs pending

Watch your Up-Convolution: CNN Based Generative Deep Neural Networks are Failing to Reproduce Spectral Distributions

Janis Keuper, Margret Keuper, Ricard Durall

arxiv:2003.01826 v1 · 2020-03-03 · cs.CV · 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{TXZKUBD743YWHC6VRFIO5HC6GP}

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

2 papers in Pith

Navigating the Challenges of AI-Generated Image Detection in the Wild: What Truly Matters?

SPECTRA-Net: Scalable Pipeline for Explainable Cross-domain Tensor Representations for AI-generated Images Detection

Receipt and verification

First computed	2026-07-05T00:45:36.403651Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9df2aa047fe6f1638bd58950ee9c5e33f3fbf56e574cc5531023b2b5d516b697

Aliases

arxiv: 2003.01826 · arxiv_version: 2003.01826v1 · doi: 10.48550/arxiv.2003.01826 · pith_short_12: TXZKUBD743YW · pith_short_16: TXZKUBD743YWHC6V · pith_short_8: TXZKUBD7

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/TXZKUBD743YWHC6VRFIO5HC6GP \
  | 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: 9df2aa047fe6f1638bd58950ee9c5e33f3fbf56e574cc5531023b2b5d516b697

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "914f99d0f9a3c82516fba0e35ef567c274ddbfd55294e653fa6b2acd3bac2af0",
    "cross_cats_sorted": [
      "eess.IV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-03-03T23:04:33Z",
    "title_canon_sha256": "a7004b68f3ad41219f5c7d9f2f13ed4a46db9508130a46b4acc67e133dcf3e7f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.01826",
    "kind": "arxiv",
    "version": 1
  }
}