Pith Number

pith:3P27UWUP

pith:2022:3P27UWUPLVRWCX3CIQIBCTH7WX

not attested not anchored not stored refs pending

S-Prompts Learning with Pre-trained Transformers: An Occam's Razor for Domain Incremental Learning

Xiaopeng Hong, Yabin Wang, Zhiwu Huang

arxiv:2207.12819 v2 · 2022-07-26 · cs.CV · cs.LG

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\usepackage{pith}
\pithnumber{3P27UWUPLVRWCX3CIQIBCTH7WX}

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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

Few-Shot Domain Incremental Learning via Continual Vision-Language Consolidation

Receipt and verification

First computed	2026-07-05T05:52:21.466486Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dbf5fa5a8f5d63615f624410114cffb5f47aba08dc69fd64035fec1443da5050

Aliases

arxiv: 2207.12819 · arxiv_version: 2207.12819v2 · doi: 10.48550/arxiv.2207.12819 · pith_short_12: 3P27UWUPLVRW · pith_short_16: 3P27UWUPLVRWCX3C · pith_short_8: 3P27UWUP

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/3P27UWUPLVRWCX3CIQIBCTH7WX \
  | 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: dbf5fa5a8f5d63615f624410114cffb5f47aba08dc69fd64035fec1443da5050

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a0104d5abc4a61fe61bd1b7a8657551bdb3b38178673e32fbd4500938a30037",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-07-26T11:30:47Z",
    "title_canon_sha256": "6d728594ecaebbecac83339e38979bdad8e1e7c31487daf7e0500b1eec0d3de8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.12819",
    "kind": "arxiv",
    "version": 2
  }
}