Pith Number

pith:NTDTDZKB

pith:2023:NTDTDZKB32E7CKTMHVJOBSOO5H

not attested not anchored not stored refs pending

Understanding and Mitigating the Label Noise in Pre-training on Downstream Tasks

Ankit Shah, Bhiksha Raj, Hao Chen, Hongxin Wei, Jindong Wang, Masashi Sugiyama, Ran Tao, Xing Xie

arxiv:2309.17002 v2 · 2023-09-29 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NTDTDZKB32E7CKTMHVJOBSOO5H}

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

2 papers in Pith

EchoAlign: Bridging Generative and Discriminative Learning under Noisy Labels

Synthetic Pre-Pre-Training Improves Language Model Robustness to Noisy Pre-Training Data

Receipt and verification

First computed	2026-07-05T07:54:33.129621Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6cc731e541de89f12a6c3d52e0c9cee9fb68ae6e8106f4146c2f4b3d2d15bc51

Aliases

arxiv: 2309.17002 · arxiv_version: 2309.17002v2 · doi: 10.48550/arxiv.2309.17002 · pith_short_12: NTDTDZKB32E7 · pith_short_16: NTDTDZKB32E7CKTM · pith_short_8: NTDTDZKB

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/NTDTDZKB32E7CKTMHVJOBSOO5H \
  | 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: 6cc731e541de89f12a6c3d52e0c9cee9fb68ae6e8106f4146c2f4b3d2d15bc51

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "106398e5ca7b0b0616a6223b6256f748a1fdc32592babf76cab96f85dc7b85de",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-29T06:18:15Z",
    "title_canon_sha256": "5188987404c1ded245af936a4239f4433f3fd7736dfb2e83f6eae422c18984fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.17002",
    "kind": "arxiv",
    "version": 2
  }
}