Pith Number

pith:JDHKJ3ZT

pith:2021:JDHKJ3ZTUL5IPC4C62BXMJ4EFJ

not attested not anchored not stored refs pending

Learning with Feature-Dependent Label Noise: A Progressive Approach

Chao Chen, Mayank Goswami, Pengxiang Wu, Songzhu Zheng, Yikai Zhang

arxiv:2103.07756 v3 · 2021-03-13 · cs.LG · cs.CV · stat.AP · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JDHKJ3ZTUL5IPC4C62BXMJ4EFJ}

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

3 papers in Pith

Holistic Reliability Propagation: Decoupling Annotation and Prediction for Robust Noisy-Label

Radial-Angular Geometry for Reliable Update Diagnosis in Noisy-Label Learning

HamBR: Active Decision Boundary Restoration Based on Hamiltonian Dynamics for Learning with Noisy Labels

Receipt and verification

First computed	2026-07-05T02:26:56.784409Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48cea4ef33a2fa878b82f6837627842a753e5f0928d8bf0206e869cea930d752

Aliases

arxiv: 2103.07756 · arxiv_version: 2103.07756v3 · doi: 10.48550/arxiv.2103.07756 · pith_short_12: JDHKJ3ZTUL5I · pith_short_16: JDHKJ3ZTUL5IPC4C · pith_short_8: JDHKJ3ZT

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/JDHKJ3ZTUL5IPC4C62BXMJ4EFJ \
  | 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: 48cea4ef33a2fa878b82f6837627842a753e5f0928d8bf0206e869cea930d752

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e78c5102ed6838c3b6b01d529639d329c2534f6964bd0c81ea3f32e692db12a2",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.AP",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-03-13T17:34:22Z",
    "title_canon_sha256": "e5b638b5fefe823dca69b6477a10a43b43d05c07a74bca3ed9c87853e18a9f53"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.07756",
    "kind": "arxiv",
    "version": 3
  }
}