Pith Number

pith:PMZG7JK3

pith:2020:PMZG7JK3VBYFCVNTQNEI6HTODF

not attested not anchored not stored refs pending

Normalized Label Distribution: Towards Learning Calibrated, Adaptable and Efficient Activation Maps

Bharat Giddwani, Utkarsh Uppal

arxiv:2012.06876 v1 · 2020-12-12 · cs.LG · cs.AI · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PMZG7JK3VBYFCVNTQNEI6HTODF}

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	2026-07-05T01:59:00.726734Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7b326fa55ba8705155b383488f1e6e1949adf6538379a946b69ca7a1491799e3

Aliases

arxiv: 2012.06876 · arxiv_version: 2012.06876v1 · doi: 10.48550/arxiv.2012.06876 · pith_short_12: PMZG7JK3VBYF · pith_short_16: PMZG7JK3VBYFCVNT · pith_short_8: PMZG7JK3

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/PMZG7JK3VBYFCVNTQNEI6HTODF \
  | 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: 7b326fa55ba8705155b383488f1e6e1949adf6538379a946b69ca7a1491799e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae6a3cd7473160d70ae03b4be0494a525147aec1b8c216d5e50d82f53abf13f6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-12-12T17:54:01Z",
    "title_canon_sha256": "dd8cd34f9e26404415365875f287cae130b2cef18111dce7cc5356a6cfebf1a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.06876",
    "kind": "arxiv",
    "version": 1
  }
}