Pith Number

pith:QVOUXMUU

pith:2022:QVOUXMUUSPGMF3RUKESSQR5D7M

not attested not anchored not stored refs pending

Task Formulation Matters When Learning Continually: A Case Study in Visual Question Answering

Alessandro Suglia, Ioannis Konstas, Lu Yu, Mavina Nikandrou, Verena Rieser

arxiv:2210.00044 v2 · 2022-09-30 · 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{QVOUXMUUSPGMF3RUKESSQR5D7M}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Ask and Remember: A Questions-Only Replay Strategy for Continual Visual Question Answering

Receipt and verification

First computed	2026-07-05T07:35:35.345224Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

855d4bb29493ccc2ee3451252847a3fb0b1cb431e935b2b9c4d266de60d6b2a6

Aliases

arxiv: 2210.00044 · arxiv_version: 2210.00044v2 · doi: 10.48550/arxiv.2210.00044 · pith_short_12: QVOUXMUUSPGM · pith_short_16: QVOUXMUUSPGMF3RU · pith_short_8: QVOUXMUU

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/QVOUXMUUSPGMF3RUKESSQR5D7M \
  | 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: 855d4bb29493ccc2ee3451252847a3fb0b1cb431e935b2b9c4d266de60d6b2a6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b46173566685832e5acb95586c7152bc9b46650247df2f687fcedaf99ea1e62",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-30T19:12:58Z",
    "title_canon_sha256": "a298ad1770d2c1a710de9d20a735ce4a0c98e2c789ba8a348299b19e9f5ab041"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.00044",
    "kind": "arxiv",
    "version": 2
  }
}