Pith Number

pith:XTJORBCJ

pith:2023:XTJORBCJLK537PFU4HCWNPYTST

not attested not anchored not stored refs pending

Learning without Forgetting for Vision-Language Models

Da-Wei Zhou, De-Chuan Zhan, Han-Jia Ye, Jingyi Ning, Yan Wang, Yuanhan Zhang, Ziwei Liu

arxiv:2305.19270 v2 · 2023-05-30 · cs.CV · 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{XTJORBCJLK537PFU4HCWNPYTST}

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

A Faster Path to Continual Learning

Receipt and verification

First computed	2026-07-05T10:12:55.757124Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bcd2e884495abbbfbcb4e1c566bf1394c7024fa8d6e3184fdb6c3685bee342b2

Aliases

arxiv: 2305.19270 · arxiv_version: 2305.19270v2 · doi: 10.48550/arxiv.2305.19270 · pith_short_12: XTJORBCJLK53 · pith_short_16: XTJORBCJLK537PFU · pith_short_8: XTJORBCJ

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/XTJORBCJLK537PFU4HCWNPYTST \
  | 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: bcd2e884495abbbfbcb4e1c566bf1394c7024fa8d6e3184fdb6c3685bee342b2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "da2ae2a6d290189a262db4af7125ade3713a345018d10523b0f9254abe32860c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-05-30T17:59:32Z",
    "title_canon_sha256": "244e04797b83ed351ec9f8a7498447083e5ad63ea7bb913d06d2c277ca8bfb08"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.19270",
    "kind": "arxiv",
    "version": 2
  }
}