Pith Number

pith:LTFUXH53

pith:2020:LTFUXH534UE6GAWKVPY2SKIJUW

not attested not anchored not stored refs pending

Generative Latent Implicit Conditional Optimization when Learning from Small Sample

Daphna Weinshall, Idan Azuri

arxiv:2003.14297 v5 · 2020-03-31 · cs.LG · cs.CV · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LTFUXH534UE6GAWKVPY2SKIJUW}

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	2026-07-05T01:59:28.663025Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5ccb4b9fbbe509e302caabf1a92909a5ac3e10fa95cfcac030b9664dd0557634

Aliases

arxiv: 2003.14297 · arxiv_version: 2003.14297v5 · doi: 10.48550/arxiv.2003.14297 · pith_short_12: LTFUXH534UE6 · pith_short_16: LTFUXH534UE6GAWK · pith_short_8: LTFUXH53

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/LTFUXH534UE6GAWKVPY2SKIJUW \
  | 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: 5ccb4b9fbbe509e302caabf1a92909a5ac3e10fa95cfcac030b9664dd0557634

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b0e4b7fe366352a76557e6bc45f15f76fc10643d613123d9f5bdf63883338191",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-03-31T15:38:45Z",
    "title_canon_sha256": "7a8513d2582602e2887bf3f615b7dd8dea6ea5c2cbab99dd4e3cab111a791e5a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.14297",
    "kind": "arxiv",
    "version": 5
  }
}