Pith Number

pith:MRH743WV

pith:2025:MRH743WVYBFI6PKLKPPCHEBXUS

not attested not anchored not stored refs pending

Direct Ascent Synthesis: Revealing Hidden Generative Capabilities in Discriminative Models

Jonathan Whitaker, Stanislav Fort

arxiv:2502.07753 v1 · 2025-02-11 · 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{MRH743WVYBFI6PKLKPPCHEBXUS}

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

TRANSPORTER: Transferring Visual Semantics from VLM Manifolds

Receipt and verification

First computed	2026-07-05T10:12:53.407245Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

644ffe6ed5c04a8f3d4b53de239037a4bcbe95bd7e02c96c818bf20ce984186c

Aliases

arxiv: 2502.07753 · arxiv_version: 2502.07753v1 · doi: 10.48550/arxiv.2502.07753 · pith_short_12: MRH743WVYBFI · pith_short_16: MRH743WVYBFI6PKL · pith_short_8: MRH743WV

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/MRH743WVYBFI6PKLKPPCHEBXUS \
  | 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: 644ffe6ed5c04a8f3d4b53de239037a4bcbe95bd7e02c96c818bf20ce984186c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3baefa83956127065dcb8fe19eedbe50bcc24705fe654878e6fc9db6da358da2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-02-11T18:27:27Z",
    "title_canon_sha256": "5c50fa4b6e1168a4092e28e4e4e4f9bfd25e87de141986cf0dffc823fb8f9528"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07753",
    "kind": "arxiv",
    "version": 1
  }
}