Pith Number

pith:YIUVMNBB

pith:2025:YIUVMNBB2F5GJDLB7XCYS2F2R4

not attested not anchored not stored refs pending

DATA: Decomposed Attention-based Task Adaptation for Rehearsal-Free Continual Learning

Huanxuan Liao, Jun Zhao, Kang Liu, Shizhu He, Yupu Hao

arxiv:2502.11482 v1 · 2025-02-17 · cs.LG · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YIUVMNBB2F5GJDLB7XCYS2F2R4}

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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

2 papers in Pith

SAE-FD: Sparse Autoencoder Feature Distillation for Continual Learning of Large Language Models

Continual Learning for Sequential Personalization of Small Language Models: A Stability Monitoring Analysis

Receipt and verification

First computed	2026-07-05T10:15:29.489074Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c229563421d17a648d61fdc58968ba8f01e29eb56c0fda6947d7f1c8de521243

Aliases

arxiv: 2502.11482 · arxiv_version: 2502.11482v1 · doi: 10.48550/arxiv.2502.11482 · pith_short_12: YIUVMNBB2F5G · pith_short_16: YIUVMNBB2F5GJDLB · pith_short_8: YIUVMNBB

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/YIUVMNBB2F5GJDLB7XCYS2F2R4 \
  | 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: c229563421d17a648d61fdc58968ba8f01e29eb56c0fda6947d7f1c8de521243

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e2900cf43cef459ef0ad8f6f2dcd971ec5fa2b15e64df14513e65cf013b2cfa0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-17T06:35:42Z",
    "title_canon_sha256": "8fbe39e56d03cbe0d580e9bbdf08cf02992b53f5b2cd040e86a025427c572ef6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.11482",
    "kind": "arxiv",
    "version": 1
  }
}