Pith Number

pith:A6GNWMHY

pith:2025:A6GNWMHYN3PLCUQM62HH5EYQEC

not attested not anchored not stored refs pending

TSCL:Multi-party loss Balancing scheme for deep learning Image steganography based on Curriculum learning

Chunying Zhang, Fengchun Liu. Tong Zhang

arxiv:2504.18348 v1 · 2025-04-25 · cs.CV · cs.AI · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{A6GNWMHYN3PLCUQM62HH5EYQEC}

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	2026-07-05T10:54:05.812462Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

078cdb30f86edeb1520cf68e7e931020afeaf1dd9f3ec8d9607649c5ae3e2ffd

Aliases

arxiv: 2504.18348 · arxiv_version: 2504.18348v1 · doi: 10.48550/arxiv.2504.18348 · pith_short_12: A6GNWMHYN3PL · pith_short_16: A6GNWMHYN3PLCUQM · pith_short_8: A6GNWMHY

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/A6GNWMHYN3PLCUQM62HH5EYQEC \
  | 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: 078cdb30f86edeb1520cf68e7e931020afeaf1dd9f3ec8d9607649c5ae3e2ffd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b79de03319c2ddfcf34869b698ab60d532ad399b2e5d101c9165c7cbd95a9910",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-04-25T13:36:50Z",
    "title_canon_sha256": "8a77286ae8e6443a43063aaf8c1c183fa1e06ac9ed852eb55b473cd03aaf0e11"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.18348",
    "kind": "arxiv",
    "version": 1
  }
}