Pith Number

pith:B37EBAFU

pith:2023:B37EBAFUQ3UYNWTX6G642ZY4ZS

not attested not anchored not stored refs pending

Label-Retrieval-Augmented Diffusion Models for Learning from Noisy Labels

Changyou Chen, Jian Chen, Rohan Sharma, Ruiyi Zhang, Tong Sun, Tong Yu, Zhiqiang Xu

arxiv:2305.19518 v2 · 2023-05-31 · cs.LG · cs.CV

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\usepackage{pith}
\pithnumber{B37EBAFUQ3UYNWTX6G642ZY4ZS}

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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

EchoAlign: Bridging Generative and Discriminative Learning under Noisy Labels

Receipt and verification

First computed	2026-07-05T07:19:20.177616Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0efe4080b486e986da77f1bdcd671ccc81b68bfd8cc84c09d311b4743746618a

Aliases

arxiv: 2305.19518 · arxiv_version: 2305.19518v2 · doi: 10.48550/arxiv.2305.19518 · pith_short_12: B37EBAFUQ3UY · pith_short_16: B37EBAFUQ3UYNWTX · pith_short_8: B37EBAFU

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/B37EBAFUQ3UYNWTX6G642ZY4ZS \
  | 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: 0efe4080b486e986da77f1bdcd671ccc81b68bfd8cc84c09d311b4743746618a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3281066da4d4626f3ac37584b7e2c8a2c70a73d5223a97d5b50ca368590f4048",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-31T03:01:36Z",
    "title_canon_sha256": "1094baf270551c92ebb74a1967df7f3d5fb3da965288157ef0f49e8d88e74205"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.19518",
    "kind": "arxiv",
    "version": 2
  }
}