Pith Number

pith:6Y2O37GJ

pith:2024:6Y2O37GJ4UU4NS47ZPZ4IWURHY

not attested not anchored not stored refs pending

The Entropy Enigma: Success and Failure of Entropy Minimization

Matthias Bethge, Ori Press, Ravid Shwartz-Ziv, Yann LeCun

arxiv:2405.05012 v2 · 2024-05-08 · 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{6Y2O37GJ4UU4NS47ZPZ4IWURHY}

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

4 papers in Pith

Entropy Minimization without Model Collapse: Mitigating Prediction Bias in Medical Imaging

Trust Region On-Policy Distillation

The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning

MER-DG: Modality-Entropy Regularization for Multimodal Domain Generalization

Receipt and verification

First computed	2026-07-05T08:18:08.933265Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f634edfcc9e529c6cb9fcbf3c45a913e156a52582f5e09ece3797c46ffa49cab

Aliases

arxiv: 2405.05012 · arxiv_version: 2405.05012v2 · doi: 10.48550/arxiv.2405.05012 · pith_short_12: 6Y2O37GJ4UU4 · pith_short_16: 6Y2O37GJ4UU4NS47 · pith_short_8: 6Y2O37GJ

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/6Y2O37GJ4UU4NS47ZPZ4IWURHY \
  | 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: f634edfcc9e529c6cb9fcbf3c45a913e156a52582f5e09ece3797c46ffa49cab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "75d31cd49518bd878c01c7c95c4272b9162a59e79cd9974cf825f568fa764d44",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-05-08T12:26:15Z",
    "title_canon_sha256": "1af497302ed8f429553291eea820ec9e62396490b95c948e8ed19336b3ba3794"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.05012",
    "kind": "arxiv",
    "version": 2
  }
}