Pith Number

pith:37UT2RPV

pith:2024:37UT2RPVJ5JFVFCM4UKIQSTOY2

not attested not anchored not stored refs pending

Dynamic Sparse Training versus Dense Training: The Unexpected Winner in Image Corruption Robustness

Boqian Wu, Decebal Constantin Mocanu, Elena Mocanu, Maurice van Keulen, Mykola Pechenizkiy, Nicola Strisciuglio, Qiao Xiao, Shunxin Wang

arxiv:2410.03030 v2 · 2024-10-03 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{37UT2RPVJ5JFVFCM4UKIQSTOY2}

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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

NeuroTrails: Training with Dynamic Sparse Heads as the Key to Effective Ensembling

Receipt and verification

First computed	2026-07-05T10:24:26.234624Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dfe93d45f54f525a944ce514884a6ec6aa2747850246df79622b8ed8e14855ce

Aliases

arxiv: 2410.03030 · arxiv_version: 2410.03030v2 · doi: 10.48550/arxiv.2410.03030 · pith_short_12: 37UT2RPVJ5JF · pith_short_16: 37UT2RPVJ5JFVFCM · pith_short_8: 37UT2RPV

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/37UT2RPVJ5JFVFCM4UKIQSTOY2 \
  | 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: dfe93d45f54f525a944ce514884a6ec6aa2747850246df79622b8ed8e14855ce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dfd4dc88ddb17934f8d3641fe14b35764449a91b7fdc0733dfdc11aac90cb567",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-03T22:24:54Z",
    "title_canon_sha256": "8969f68bda3b6e2081d86796e0d46589455b65ae52d017b29d74802991dc65e7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.03030",
    "kind": "arxiv",
    "version": 2
  }
}