Pith Number

pith:6RZ656HF

pith:2024:6RZ656HFV36XGPYXMYO4OS2LLT

not attested not anchored not stored refs pending

Exploiting Fine-Grained Prototype Distribution for Boosting Unsupervised Class Incremental Learning

Hongyuan Liu, Jiaming Liu, Junming Shao, Qinli Yang, Wei Han, Yulu Fan, Zhili Qin

arxiv:2408.10046 v1 · 2024-08-19 · cs.LG · cs.CV

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\usepackage{pith}
\pithnumber{6RZ656HFV36XGPYXMYO4OS2LLT}

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Record completeness

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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

Multi-Granularity Class Prototype Topology Distillation for Class-Incremental Source-Free Unsupervised Domain Adaptation

Receipt and verification

First computed	2026-07-05T08:56:50.669278Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f473eef8e5aefd733f17661dc74b4b5cebdaec86be4f204caa0fc5233134595b

Aliases

arxiv: 2408.10046 · arxiv_version: 2408.10046v1 · doi: 10.48550/arxiv.2408.10046 · pith_short_12: 6RZ656HFV36X · pith_short_16: 6RZ656HFV36XGPYX · pith_short_8: 6RZ656HF

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/6RZ656HFV36XGPYXMYO4OS2LLT \
  | 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: f473eef8e5aefd733f17661dc74b4b5cebdaec86be4f204caa0fc5233134595b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "41c916278e07a897655ab443c82a229df5b4301884983f46d3a711ae34e60190",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-19T14:38:27Z",
    "title_canon_sha256": "4ac650f916118f0e1d8c12fcf66636223b1ce3d19def04b8b5bddd8620bbb578"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.10046",
    "kind": "arxiv",
    "version": 1
  }
}