Pith Number

pith:T4HHZO3B

pith:2024:T4HHZO3BU5DTX7JLPID7GTFMEJ

not attested not anchored not stored refs pending

MS$^3$D: A RG Flow-Based Regularization for GAN Training with Limited Data

Jiancheng Lv, Jian Wang, Xin Lan, Yuxin Tian

arxiv:2408.11135 v1 · 2024-08-20 · cs.LG · 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{T4HHZO3BU5DTX7JLPID7GTFMEJ}

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	2026-07-05T08:57:25.373873Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f0e7cbb61a7473bfd2b7a07f34cac226c80a675fda469825b32c1ef8d02ddef

Aliases

arxiv: 2408.11135 · arxiv_version: 2408.11135v1 · doi: 10.48550/arxiv.2408.11135 · pith_short_12: T4HHZO3BU5DT · pith_short_16: T4HHZO3BU5DTX7JL · pith_short_8: T4HHZO3B

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/T4HHZO3BU5DTX7JLPID7GTFMEJ \
  | 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: 9f0e7cbb61a7473bfd2b7a07f34cac226c80a675fda469825b32c1ef8d02ddef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "22be3bd9137527b1df77157bac709bae87b2140b4eefe181ea292e4fa74a9fdb",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-20T18:37:37Z",
    "title_canon_sha256": "b11cf4de92905ed6c31b25a0dca49d8cd7c3510973555f32ba92f41f90da777f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.11135",
    "kind": "arxiv",
    "version": 1
  }
}