Pith Number

pith:SUU4EJJI

pith:2021:SUU4EJJIWF3RQNECSR4NHM6TJS

not attested not anchored not stored refs pending

Subspace Regularizers for Few-Shot Class Incremental Learning

Afra Feyza Aky\"urek, Derry Tanti Wijaya, Ekin Aky\"urek, Jacob Andreas

arxiv:2110.07059 v2 · 2021-10-13 · cs.CV · cs.LG

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\usepackage{pith}
\pithnumber{SUU4EJJIWF3RQNECSR4NHM6TJS}

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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

Boosting Domain Incremental Learning: Selecting the Optimal Parameters is All You Need

Receipt and verification

First computed	2026-07-05T03:58:17.805751Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9529c22528b1771834829478d3b3d34c89cead95b65566743dd21b9839edf1b1

Aliases

arxiv: 2110.07059 · arxiv_version: 2110.07059v2 · doi: 10.48550/arxiv.2110.07059 · pith_short_12: SUU4EJJIWF3R · pith_short_16: SUU4EJJIWF3RQNEC · pith_short_8: SUU4EJJI

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/SUU4EJJIWF3RQNECSR4NHM6TJS \
  | 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: 9529c22528b1771834829478d3b3d34c89cead95b65566743dd21b9839edf1b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b0df148404352cc41d5c395aaaf74af19fc89c0c70d935073933684aa2465043",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-10-13T22:19:53Z",
    "title_canon_sha256": "41f72e072eed60ba82ec8ef58888e6b007349fc8884c91f20a6c74eecdf0d4cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.07059",
    "kind": "arxiv",
    "version": 2
  }
}