Pith Number

pith:HODLUW6E

pith:2023:HODLUW6E6YZQIKVNMFSSVYQTAS

not attested not anchored not stored refs pending

DualMix: Unleashing the Potential of Data Augmentation for Online Class-Incremental Learning

Haozhao Wang, Jiaqi Zhu, Junxiao Wang, Song Guo, Wenchao Xu, Yunfeng Fan

arxiv:2303.07864 v1 · 2023-03-14 · 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{HODLUW6E6YZQIKVNMFSSVYQTAS}

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.

Receipt and verification

First computed	2026-07-05T05:51:12.362211Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3b86ba5bc4f633042aad61652ae21304ab68e61b38fce99de6abe0e86620e055

Aliases

arxiv: 2303.07864 · arxiv_version: 2303.07864v1 · doi: 10.48550/arxiv.2303.07864 · pith_short_12: HODLUW6E6YZQ · pith_short_16: HODLUW6E6YZQIKVN · pith_short_8: HODLUW6E

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/HODLUW6E6YZQIKVNMFSSVYQTAS \
  | 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: 3b86ba5bc4f633042aad61652ae21304ab68e61b38fce99de6abe0e86620e055

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ccd48c0ac4800793a9d0fd3fe3851479387be40f4ed5826c705c05b54a0b4dc4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-14T12:55:42Z",
    "title_canon_sha256": "9e40c974c0ffcf396b4779770fa992cec569051160069c045b51dd92863f3247"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.07864",
    "kind": "arxiv",
    "version": 1
  }
}