Pith Number

pith:E3WPPET4

pith:2025:E3WPPET4RMHGDAXP7LF6LIVG6F

not attested not anchored not stored refs pending

Fine-Tuning Adversarially-Robust Transformers for Single-Image Dehazing

Ana Neacsu, Daniela Faur, Vlad Vasilescu

arxiv:2504.17829 v1 · 2025-04-24 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E3WPPET4RMHGDAXP7LF6LIVG6F}

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	2026-07-05T10:53:56.780376Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26ecf7927c8b0e6182effacbe5a2a6f16834c45dac9598ae3458a28b031cefd5

Aliases

arxiv: 2504.17829 · arxiv_version: 2504.17829v1 · doi: 10.48550/arxiv.2504.17829 · pith_short_12: E3WPPET4RMHG · pith_short_16: E3WPPET4RMHGDAXP · pith_short_8: E3WPPET4

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/E3WPPET4RMHGDAXP7LF6LIVG6F \
  | 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: 26ecf7927c8b0e6182effacbe5a2a6f16834c45dac9598ae3458a28b031cefd5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bcc932e6fe63dafc38b948fdbc3dee5c0894c77564ef54edced7dfedccf1a1c3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-04-24T08:52:14Z",
    "title_canon_sha256": "c4b151ae3ee3ef81e65f26c263cb79467064be9282031bcde0cd2b90d4843903"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.17829",
    "kind": "arxiv",
    "version": 1
  }
}