Pith Number

pith:DNCG4EPQ

pith:2021:DNCG4EPQYWOSSRE5NCTUKJYCXY

not attested not anchored not stored refs pending

Curriculum Learning: A Survey

Nicu Sebe, Paolo Rota, Petru Soviany, Radu Tudor Ionescu

arxiv:2101.10382 v3 · 2021-01-25 · cs.LG · cs.CL · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DNCG4EPQYWOSSRE5NCTUKJYCXY}

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

3 papers in Pith

MegaScale-Data: Scaling Dataloader for Multisource Large Foundation Model Training

Optimizing Chlorination in Water Distribution Systems via Surrogate-assisted Neuroevolution

American Options Pricing under Heston Model via Curriculum Learning in Coupled PINNs

Receipt and verification

First computed	2026-07-05T04:13:08.886150Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b446e11f0c59d29449d68a7452702be22e4ca64be798d18553ef61a51fab684

Aliases

arxiv: 2101.10382 · arxiv_version: 2101.10382v3 · doi: 10.48550/arxiv.2101.10382 · pith_short_12: DNCG4EPQYWOS · pith_short_16: DNCG4EPQYWOSSRE5 · pith_short_8: DNCG4EPQ

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/DNCG4EPQYWOSSRE5NCTUKJYCXY \
  | 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: 1b446e11f0c59d29449d68a7452702be22e4ca64be798d18553ef61a51fab684

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8845b7c00122377934d48e510ac405d6dc555851324e951c7c97b0eb4885c0fd",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-01-25T20:08:32Z",
    "title_canon_sha256": "3505c4f968395162d7788f33e95ac74ef0153ffbb335927308fb08f116c625ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.10382",
    "kind": "arxiv",
    "version": 3
  }
}