Pith Number

pith:US6MYN4T

pith:2020:US6MYN4T6TKDUXDI245BLK3RR2

not attested not anchored not stored refs pending

Representation Based Complexity Measures for Predicting Generalization in Deep Learning

Manik Sharma, Parth Natekar

arxiv:2012.02775 v1 · 2020-12-04 · cs.LG · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{US6MYN4T6TKDUXDI245BLK3RR2}

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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

Margin-Adaptive Confidence Ranking for Reliable LLM Judgement

Receipt and verification

First computed	2026-07-05T01:57:10.079731Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a4bccc3793f4d43a5c68d73a15ab718ebf8e3dd7f8fe72fcbff3db3aebb9d61c

Aliases

arxiv: 2012.02775 · arxiv_version: 2012.02775v1 · doi: 10.48550/arxiv.2012.02775 · pith_short_12: US6MYN4T6TKD · pith_short_16: US6MYN4T6TKDUXDI · pith_short_8: US6MYN4T

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/US6MYN4T6TKDUXDI245BLK3RR2 \
  | 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: a4bccc3793f4d43a5c68d73a15ab718ebf8e3dd7f8fe72fcbff3db3aebb9d61c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "adbea8a0d21fa0c1d95f6529bd24b1e1dfc2fe433a8d11b17d914825ccd0006c",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-12-04T18:53:44Z",
    "title_canon_sha256": "3c46472d65978d6ea877407f286318514a79fe332063ed3bd93cdb3abc0c1f85"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.02775",
    "kind": "arxiv",
    "version": 1
  }
}