Pith Number

pith:FXRZYHXA

pith:2025:FXRZYHXA4AN5CZ5WVO7WP7B73F

not attested not anchored not stored refs pending

What is Adversarial Training for Diffusion Models?

Briglia Maria Rosaria, Giuseppe Lisanti, Iacopo Masi, Mujtaba Hussain Mirza

arxiv:2505.21742 v1 · 2025-05-27 · cs.CV · 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{FXRZYHXA4AN5CZ5WVO7WP7B73F}

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	2026-07-05T11:11:02.791691Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2de39c1ee0e01bd167b6abbf67fc3fd95764b0d19089df7489f33e4354576c54

Aliases

arxiv: 2505.21742 · arxiv_version: 2505.21742v1 · doi: 10.48550/arxiv.2505.21742 · pith_short_12: FXRZYHXA4AN5 · pith_short_16: FXRZYHXA4AN5CZ5W · pith_short_8: FXRZYHXA

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/FXRZYHXA4AN5CZ5WVO7WP7B73F \
  | 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: 2de39c1ee0e01bd167b6abbf67fc3fd95764b0d19089df7489f33e4354576c54

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d5d5ddd7c252e844a91ab9cc18d09e2ff8182a75a5f48e65a5756521264b4198",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-27T20:32:28Z",
    "title_canon_sha256": "ce9b3694f74ee3a0dc0544b2afdae9a12751614e64186f7cd7ade673bffde4e0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.21742",
    "kind": "arxiv",
    "version": 1
  }
}