Pith Number

pith:M7HZQZ5X

pith:2020:M7HZQZ5X22WLJICEPWEPS6GM7K

not attested not anchored not stored refs pending

Classification Beats Regression: Counting of Cells from Greyscale Microscopic Images based on Annotation-free Training Samples

Qiong Zhang, William J. Welch, Xin Ding

arxiv:2010.14782 v2 · 2020-10-28 · eess.IV · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{M7HZQZ5X22WLJICEPWEPS6GM7K}

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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

Vision Transformers for Weakly-Supervised Microorganism Enumeration

Receipt and verification

First computed	2026-07-05T02:40:29.783811Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

67cf9867b7d6acb4a0447d88f978ccfa935429e4370ff7ed170b965980d7ac73

Aliases

arxiv: 2010.14782 · arxiv_version: 2010.14782v2 · doi: 10.48550/arxiv.2010.14782 · pith_short_12: M7HZQZ5X22WL · pith_short_16: M7HZQZ5X22WLJICE · pith_short_8: M7HZQZ5X

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/M7HZQZ5X22WLJICEPWEPS6GM7K \
  | 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: 67cf9867b7d6acb4a0447d88f978ccfa935429e4370ff7ed170b965980d7ac73

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2975d709255207bc49a1aef7b85f3dd13f427139bbe39cbf93b49a3b16226acf",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2020-10-28T06:19:30Z",
    "title_canon_sha256": "2c6500085478ccfe2a0937ab9c074b1fca1df57728d405f37621eac42a4e8430"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.14782",
    "kind": "arxiv",
    "version": 2
  }
}