Pith Number

pith:GTYJ7SXE

pith:2023:GTYJ7SXECF3E3HCLWZGQRIHLNY

not attested not anchored not stored refs pending

Theory on Forgetting and Generalization of Continual Learning

Ness Shroff, Peizhong Ju, Sen Lin, Yingbin Liang

arxiv:2302.05836 v1 · 2023-02-12 · 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{GTYJ7SXECF3E3HCLWZGQRIHLNY}

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

1 paper in Pith

Towards Macro-AUC oriented Imbalanced Multi-Label Continual Learning

Receipt and verification

First computed	2026-07-05T05:40:58.761636Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34f09fcae411764d9c4bb64d08a0eb6e1a6031beeff032f3f718d0b8740b80d9

Aliases

arxiv: 2302.05836 · arxiv_version: 2302.05836v1 · doi: 10.48550/arxiv.2302.05836 · pith_short_12: GTYJ7SXECF3E · pith_short_16: GTYJ7SXECF3E3HCL · pith_short_8: GTYJ7SXE

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/GTYJ7SXECF3E3HCLWZGQRIHLNY \
  | 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: 34f09fcae411764d9c4bb64d08a0eb6e1a6031beeff032f3f718d0b8740b80d9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8403aa7e5ec12cc973dd762d354e092fc03991823ef8b7150fd39bb8cf985379",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-12T02:14:14Z",
    "title_canon_sha256": "2b1c0c9b760186724edca05afcd7a81380bffd693ac36a533d041471e7f62825"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.05836",
    "kind": "arxiv",
    "version": 1
  }
}