Pith Number

pith:N2X7X737

pith:2024:N2X7X737A25XFJWU2SDEBR6OES

not attested not anchored not stored refs pending

Leveraging Intermediate Neural Collapse with Simplex ETFs for Efficient Deep Neural Networks

Emily Liu

arxiv:2412.00884 v1 · 2024-12-01 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{N2X7X737A25XFJWU2SDEBR6OES}

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	2026-07-05T09:42:49.893402Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6eaffbff7f06bb72a6d4d48640c7ce24a3bc65a1192f5f11fdc5deddb2c21ed3

Aliases

arxiv: 2412.00884 · arxiv_version: 2412.00884v1 · doi: 10.48550/arxiv.2412.00884 · pith_short_12: N2X7X737A25X · pith_short_16: N2X7X737A25XFJWU · pith_short_8: N2X7X737

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/N2X7X737A25XFJWU2SDEBR6OES \
  | 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: 6eaffbff7f06bb72a6d4d48640c7ce24a3bc65a1192f5f11fdc5deddb2c21ed3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "57a5252a26507231aeba90dd51dd93f3cdfa581d4f35ba2d703aeeb7539b0796",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-01T16:44:55Z",
    "title_canon_sha256": "f9aff6be6b8ce29d7f5e717c01d75730d46243e1e77614c5ceeed6a229733e8d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.00884",
    "kind": "arxiv",
    "version": 1
  }
}