Pith Number

pith:ZQQ4LCJ2

pith:2025:ZQQ4LCJ2R67CXD7UPOVNNN5WAW

not attested not anchored not stored refs pending

ZeroFlow: Overcoming Catastrophic Forgetting is Easier than You Think

Dan Zhang, Didi Zhu, Hangjie Yuan, Jie Tang, Tao Feng, Wei Li, Wendi Zheng

arxiv:2501.01045 v4 · 2025-01-02 · 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{ZQQ4LCJ2R67CXD7UPOVNNN5WAW}

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

C-Flat++: Towards a More Efficient and Powerful Framework for Continual Learning

Receipt and verification

First computed	2026-07-05T11:16:53.841575Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc21c5893a8fbe2b8ff47baad6b7b605a41b0b7e1dad24cff6506bff5ed8eaa2

Aliases

arxiv: 2501.01045 · arxiv_version: 2501.01045v4 · doi: 10.48550/arxiv.2501.01045 · pith_short_12: ZQQ4LCJ2R67C · pith_short_16: ZQQ4LCJ2R67CXD7U · pith_short_8: ZQQ4LCJ2

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/ZQQ4LCJ2R67CXD7UPOVNNN5WAW \
  | 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: cc21c5893a8fbe2b8ff47baad6b7b605a41b0b7e1dad24cff6506bff5ed8eaa2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3e1a4c054d07990078d142557d5f719d14013cf93fe51a1d360a5362ff9b695c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-02T04:10:17Z",
    "title_canon_sha256": "3a39a5dd01cdcbd8743fd98f2fa8fbbb618c5e86e7dbe6a3d54079a51f629e6e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.01045",
    "kind": "arxiv",
    "version": 4
  }
}