Pith Number

pith:MLKBSL5U

pith:2020:MLKBSL5UDXX3APP57T3GHIPLTH

not attested not anchored not stored refs pending

Exploring Alternatives to Softmax Function

Anushree H, Biswajit Mishra, Karthik Vyas, Kunal Banerjee, Rishi Raj Gupta, Vishak Prasad C

arxiv:2011.11538 v1 · 2020-11-23 · 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{MLKBSL5UDXX3APP57T3GHIPLTH}

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

Scaling Parallel Sequence Models to Foundation-Scale Vision Encoders

Receipt and verification

First computed	2026-07-05T01:53:43.676166Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62d4192fb41defb03dfdfcf663a1eb99d35a842b50e0f22bb1dd500bba03ed64

Aliases

arxiv: 2011.11538 · arxiv_version: 2011.11538v1 · doi: 10.48550/arxiv.2011.11538 · pith_short_12: MLKBSL5UDXX3 · pith_short_16: MLKBSL5UDXX3APP5 · pith_short_8: MLKBSL5U

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/MLKBSL5UDXX3APP57T3GHIPLTH \
  | 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: 62d4192fb41defb03dfdfcf663a1eb99d35a842b50e0f22bb1dd500bba03ed64

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a1f0b9fddadf455c8731cd62a0c0438fa88a693ba5dc38b7fc01e1a2c8004e30",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-23T16:50:18Z",
    "title_canon_sha256": "5867d16efdf490185d0683e3558671d6e59d9b942316421925835b53560775a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.11538",
    "kind": "arxiv",
    "version": 1
  }
}