Pith Number

pith:P5UYS37S

pith:2024:P5UYS37SHPUNHHQ75TWYTCWE5H

not attested not anchored not stored refs pending

An Efficient Framework for Enhancing Discriminative Models via Diffusion Techniques

Boming Miao, Chuanlong Xie, Chunxiao Li, Xiaoxiao Wang, Yao Zhu, Zizhe Wang

arxiv:2412.09063 v2 · 2024-12-12 · 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{P5UYS37SHPUNHHQ75TWYTCWE5H}

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	2026-07-05T09:48:38.739221Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7f69896ff23be8d39e1feced898ac4e9fef878cc1c2ac142f70a3800d5c64edf

Aliases

arxiv: 2412.09063 · arxiv_version: 2412.09063v2 · doi: 10.48550/arxiv.2412.09063 · pith_short_12: P5UYS37SHPUN · pith_short_16: P5UYS37SHPUNHHQ7 · pith_short_8: P5UYS37S

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/P5UYS37SHPUNHHQ75TWYTCWE5H \
  | 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: 7f69896ff23be8d39e1feced898ac4e9fef878cc1c2ac142f70a3800d5c64edf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1de38949ac292053cf2ec39a61f30c4d435835e78315de4f42fd9ca20a3a3f29",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-12T08:46:22Z",
    "title_canon_sha256": "169d08bc395115b7ad058c6e4eb568b77337c4229a96b014ad4f64ad51d23de0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.09063",
    "kind": "arxiv",
    "version": 2
  }
}