Pith Number

pith:LF6B4RQB

pith:2026:LF6B4RQBQROKAPKZWNBOWJ2IUM

not attested not anchored not stored refs pending

Learning from Adversity: Semantic-Aware Mask Refinement through Adversarial Perturbation

Beomyoung Kim, Sung Ju Hwang

arxiv:2607.29059 v1 · 2026-07-31 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LF6B4RQBQROKAPKZWNBOWJ2IUM}

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	2026-08-03T01:18:12.745226Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

597c1e4601845ca03d59b342eb2748a31e91d7a79a93778fdeb407862d20fcc1

Aliases

arxiv: 2607.29059 · arxiv_version: 2607.29059v1 · doi: 10.48550/arxiv.2607.29059 · pith_short_12: LF6B4RQBQROK · pith_short_16: LF6B4RQBQROKAPKZ · pith_short_8: LF6B4RQB

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/LF6B4RQBQROKAPKZWNBOWJ2IUM \
  | 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: 597c1e4601845ca03d59b342eb2748a31e91d7a79a93778fdeb407862d20fcc1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7964440af3c553b0ab50b9136376e82429d548c850ce5af3b5b83c0c3ee08417",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-07-31T06:26:37Z",
    "title_canon_sha256": "26590669302c11eabcd26a3399669ea53917642e785d5748a2cfbc2cfa3012ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.29059",
    "kind": "arxiv",
    "version": 1
  }
}