Pith Number

pith:FFPB4FBW

pith:2024:FFPB4FBWGADG2LVB7WFJ3FLNLD

not attested not anchored not stored refs pending

Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor

Hanlin Gu, Hao Yu, Le Zhang, Lixin Fan, Qiang Yang, Tianrui Li, Xin Yang

arxiv:2412.18355 v2 · 2024-12-24 · cs.CV · cs.AI · 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{FFPB4FBWGADG2LVB7WFJ3FLNLD}

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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

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

Receipt and verification

First computed	2026-07-05T10:24:29.273675Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

295e1e143630066d2ea1fd8a9d956d58dee1edfa7a4d77bbbe3785d672d74dc8

Aliases

arxiv: 2412.18355 · arxiv_version: 2412.18355v2 · doi: 10.48550/arxiv.2412.18355 · pith_short_12: FFPB4FBWGADG · pith_short_16: FFPB4FBWGADG2LVB · pith_short_8: FFPB4FBW

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/FFPB4FBWGADG2LVB7WFJ3FLNLD \
  | 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: 295e1e143630066d2ea1fd8a9d956d58dee1edfa7a4d77bbbe3785d672d74dc8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae4684788e258096cd3c4e2d923c4c6146cb05d7788ee6003f54f925f9d53553",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-24T11:35:40Z",
    "title_canon_sha256": "f6eae384bdc2662579365bbc1a30c1955ad8062bbc7d8c110d8bdffa6dae237f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.18355",
    "kind": "arxiv",
    "version": 2
  }
}