Pith Number

pith:TDFOEXVN

pith:2020:TDFOEXVNZH3MGKUPVUNHZKMHPF

not attested not anchored not stored refs pending

Dark Experience for General Continual Learning: a Strong, Simple Baseline

Angelo Porrello, Davide Abati, Matteo Boschini, Pietro Buzzega, Simone Calderara

arxiv:2004.07211 v2 · 2020-04-15 · stat.ML · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TDFOEXVNZH3MGKUPVUNHZKMHPF}

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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

6 papers in Pith

Episodic-to-Semantic Consolidation Without Identity Drift

Few-Shot Domain Incremental Learning via Continual Vision-Language Consolidation

Mask the Target: A Plug-and-Play Regularizer Against LoRA Forgetting

BRAIN: Bias-Mitigation Continual Learning Approach to Vision-Brain Understanding

From Order to Distribution: A Spectral Characterization of Forgetting in Continual Learning

Receipt and verification

First computed	2026-07-05T01:45:03.070528Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

98cae25eadc9f6c32a8fad1a7ca987794d0efc50aff9a3d965de9556e76ce776

Aliases

arxiv: 2004.07211 · arxiv_version: 2004.07211v2 · doi: 10.48550/arxiv.2004.07211 · pith_short_12: TDFOEXVNZH3M · pith_short_16: TDFOEXVNZH3MGKUP · pith_short_8: TDFOEXVN

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/TDFOEXVNZH3MGKUPVUNHZKMHPF \
  | 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: 98cae25eadc9f6c32a8fad1a7ca987794d0efc50aff9a3d965de9556e76ce776

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "09306975db9bfd3d2db61945023b6445a693046bc7028232db8c812473d385f7",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-04-15T17:13:05Z",
    "title_canon_sha256": "25969fe1a6285419faa0d3365c33d652e93a49a743351d2e4ffad6c446d8dbdf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2004.07211",
    "kind": "arxiv",
    "version": 2
  }
}