Pith Number

pith:33MFG6DW

pith:2025:33MFG6DWSZOWFFKZRMOQ3KFMCY

not attested not anchored not stored refs pending

Fast Adversarial Training with Weak-to-Strong Spatial-Temporal Consistency in the Frequency Domain on Videos

Caifeng Shan, Hanqing Liu, Liang Wang, Songping Wang, Wei Wang, Xiantao Hu, Yueming Lyu, Ziwen He

arxiv:2504.14921 v2 · 2025-04-21 · 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{33MFG6DWSZOWFFKZRMOQ3KFMCY}

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.

Cited by

1 paper in Pith

An Effective End-to-End Solution for Multimodal Action Recognition

Receipt and verification

First computed	2026-07-05T10:53:00.058012Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ded8537876965d6295598b1d0da8ac160ab1a6b59f3b440a3982934cbd2e9028

Aliases

arxiv: 2504.14921 · arxiv_version: 2504.14921v2 · doi: 10.48550/arxiv.2504.14921 · pith_short_12: 33MFG6DWSZOW · pith_short_16: 33MFG6DWSZOWFFKZ · pith_short_8: 33MFG6DW

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/33MFG6DWSZOWFFKZRMOQ3KFMCY \
  | 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: ded8537876965d6295598b1d0da8ac160ab1a6b59f3b440a3982934cbd2e9028

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ec198c2baadba19abc6881f0cd90c352c1bdb4ed2263ca402d3c3dfc254a9e7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-04-21T07:40:35Z",
    "title_canon_sha256": "2b0966f422a6246913fecb53a5413c52c8dfe8494be66de2b77ab5eabdc6836f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.14921",
    "kind": "arxiv",
    "version": 2
  }
}