Pith Number

pith:IMPQPM67

pith:2021:IMPQPM67ZUSAVIYDXOHTTGCHVE

not attested not anchored not stored refs pending

Learning Curves for Continual Learning in Neural Networks: Self-Knowledge Transfer and Forgetting

Ryo Karakida, Shotaro Akaho

arxiv:2112.01653 v2 · 2021-12-03 · stat.ML · cond-mat.dis-nn · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IMPQPM67ZUSAVIYDXOHTTGCHVE}

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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

Measuring Representational Shifts in Continual Learning: A Linear Transformation Perspective

Receipt and verification

First computed	2026-07-05T04:06:18.301902Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

431f07b3dfcd240aa303bb8f399847a90a212b8b5c7220c6ce045e17fe941ed3

Aliases

arxiv: 2112.01653 · arxiv_version: 2112.01653v2 · doi: 10.48550/arxiv.2112.01653 · pith_short_12: IMPQPM67ZUSA · pith_short_16: IMPQPM67ZUSAVIYD · pith_short_8: IMPQPM67

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/IMPQPM67ZUSAVIYDXOHTTGCHVE \
  | 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: 431f07b3dfcd240aa303bb8f399847a90a212b8b5c7220c6ce045e17fe941ed3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d5c579c4e7f31ed283bd0b55766fa9c7c7385ce1b6d2a6dede33870388986a8",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-12-03T00:25:01Z",
    "title_canon_sha256": "11b0ba3ef255c73f056f1c8b598b782782e4a18a8cf3a2366a932cb79a22ef8f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.01653",
    "kind": "arxiv",
    "version": 2
  }
}