Pith Number

pith:522N4DFF

pith:2020:522N4DFF56ADLGR2Q6T3H27GSD

not attested not anchored not stored refs pending

How to train your neural ODE: the world of Jacobian and kinetic regularization

Adam M Oberman, Chris Finlay, J\"orn-Henrik Jacobsen, Levon Nurbekyan

arxiv:2002.02798 v3 · 2020-02-07 · stat.ML · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{522N4DFF56ADLGR2Q6T3H27GSD}

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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

3 papers in Pith

A Call to Lagrangian Action: Learning Population Mechanics from Temporal Snapshots

Receipt and verification

First computed	2026-07-05T01:12:36.783525Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eeb4de0ca5ef80359a3a87a7b3ebe690cd38bcdd85cc7934f7aa49aab7ba4115

Aliases

arxiv: 2002.02798 · arxiv_version: 2002.02798v3 · doi: 10.48550/arxiv.2002.02798 · pith_short_12: 522N4DFF56AD · pith_short_16: 522N4DFF56ADLGR2 · pith_short_8: 522N4DFF

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/522N4DFF56ADLGR2Q6T3H27GSD \
  | 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: eeb4de0ca5ef80359a3a87a7b3ebe690cd38bcdd85cc7934f7aa49aab7ba4115

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bcaaf00fb67566b3788945b191cd125c7b74fdafe8cc733a9db7e16d05543393",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-02-07T14:15:02Z",
    "title_canon_sha256": "a0ec5ae73cd08972b3b723ca8607dcb8fce20ebae2bc9d20404de842e8ac816a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.02798",
    "kind": "arxiv",
    "version": 3
  }
}