Pith Number

pith:ZJW2VE66

pith:2014:ZJW2VE666MEF6KVUCCL7CVYBO4

not attested not anchored not stored refs pending

Training Deep Neural Networks on Noisy Labels with Bootstrapping

Andrew Rabinovich, Christian Szegedy, Dragomir Anguelov, Dumitru Erhan, Honglak Lee, Scott Reed

arxiv:1412.6596 v3 · 2014-12-20 · cs.CV · cs.LG · cs.NE

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZJW2VE666MEF6KVUCCL7CVYBO4}

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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

4 papers in Pith

Product Image Recognition with Guidance Learning and Noisy Supervision

EchoAlign: Bridging Generative and Discriminative Learning under Noisy Labels

UFO: A Unified Flow-Oriented Framework for Robust Continual Graph Learning

Towards Multi-Source Domain Generalization for Sleep Staging with Noisy Labels

Receipt and verification

First computed	2026-05-18T02:18:43.083370Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ca6daa93def3085f2ab41097f1570177109ba68cb0f146955df0fa8627afe69c

Aliases

arxiv: 1412.6596 · arxiv_version: 1412.6596v3 · doi: 10.48550/arxiv.1412.6596 · pith_short_12: ZJW2VE666MEF · pith_short_16: ZJW2VE666MEF6KVU · pith_short_8: ZJW2VE66

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/ZJW2VE666MEF6KVUCCL7CVYBO4 \
  | 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: ca6daa93def3085f2ab41097f1570177109ba68cb0f146955df0fa8627afe69c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c0299fd29900ef099dfad9c36776472fa1bbbdba2b1d4574c9bdc652349418e3",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2014-12-20T04:11:33Z",
    "title_canon_sha256": "cf00dfe91339df34496c8309a0ef12c3eb4f4a93420ea0f3d1242ce735f6fe97"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1412.6596",
    "kind": "arxiv",
    "version": 3
  }
}