Pith Number

pith:IHVI2ZCI

pith:2021:IHVI2ZCIY5AU2D3GN2BED4X76B

not attested not anchored not stored refs pending

MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge

Bin Ren, Chaoyang He, Geng Yuan, Minghai Qin, Ning Liu, Qing Jin, Sijia Liu, Siyue Wang, Wei Niu, Xiaolong Ma, Xue Lin, Yanzhi Wang, Yifan Gong, Zhengang Li, Zhenglun Kong, Zheng Zhan

arxiv:2110.14032 v1 · 2021-10-26 · cs.LG · cs.AI · cs.CV · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IHVI2ZCIY5AU2D3GN2BED4X76B}

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

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T03:26:23.059664Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

41ea8d6448c7414d0f666e8241f2fff064cae4ec873318c28fda4f210607462d

Aliases

arxiv: 2110.14032 · arxiv_version: 2110.14032v1 · doi: 10.48550/arxiv.2110.14032 · pith_short_12: IHVI2ZCIY5AU · pith_short_16: IHVI2ZCIY5AU2D3G · pith_short_8: IHVI2ZCI

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/IHVI2ZCIY5AU2D3GN2BED4X76B \
  | 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: 41ea8d6448c7414d0f666e8241f2fff064cae4ec873318c28fda4f210607462d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "337ee745e415d1e04e7a523a7a92028fd300c10c1460cda2c94fc94f94448b97",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-26T21:15:17Z",
    "title_canon_sha256": "3669ef5e1ec75acc49bedeedfaad16a28b0566ffd32c688329d5c26d0e7429cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.14032",
    "kind": "arxiv",
    "version": 1
  }
}