Pith Number

pith:IXM4WXJO

pith:2019:IXM4WXJO7D72GWP3K3TRG27U37

not attested not anchored not stored refs pending

Mixture of Pre-processing Experts Model for Noise Robust Deep Learning on Resource Constrained Platforms

Burhan A. Mudassar, Jong Hwan Ko, Minah Lee, Priyabrata Saha, Saibal Mukhopadhyay, Taesik Na

arxiv:1904.12426 v1 · 2019-04-29 · cs.LG · cs.CV · 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{IXM4WXJO7D72GWP3K3TRG27U37}

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.

Receipt and verification

First computed	2026-05-17T23:47:35.205430Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

45d9cb5d2ef8ffa359fb56e7136bf4dfca450626848c82b3670dd254e4aa06e2

Aliases

arxiv: 1904.12426 · arxiv_version: 1904.12426v1 · doi: 10.48550/arxiv.1904.12426 · pith_short_12: IXM4WXJO7D72 · pith_short_16: IXM4WXJO7D72GWP3 · pith_short_8: IXM4WXJO

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/IXM4WXJO7D72GWP3K3TRG27U37 \
  | 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: 45d9cb5d2ef8ffa359fb56e7136bf4dfca450626848c82b3670dd254e4aa06e2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "872f7df968c0e22dc9d8f2e88562db8cb3c4d264a152127977259d3027e97995",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-04-29T02:26:06Z",
    "title_canon_sha256": "3c2197cdb19c1f83abd224a294734c515510084f000b8a8a117585b95291666f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1904.12426",
    "kind": "arxiv",
    "version": 1
  }
}