Pith Number

pith:2GKU7GK2

pith:2023:2GKU7GK27Q7UED73R33JSXURGV

not attested not anchored not stored refs pending

SupReMix: Supervised Contrastive Learning for Medical Imaging Regression with Mixup

Chongyao Chen, Juan Helen Zhou, Wangchunshu Zhou, Yilei Wu, Zijian Dong

arxiv:2309.16633 v4 · 2023-09-28 · cs.LG · cs.AI · cs.CV

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\usepackage{pith}
\pithnumber{2GKU7GK27Q7UED73R33JSXURGV}

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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

Leveraging Group Classification with Descending Soft Labeling for Deep Imbalanced Regression

Receipt and verification

First computed	2026-07-05T10:37:21.616862Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d1954f995afc3f420ffb8ef6995e913577bf1ea025a4d5e65d2f5eb11eace847

Aliases

arxiv: 2309.16633 · arxiv_version: 2309.16633v4 · doi: 10.48550/arxiv.2309.16633 · pith_short_12: 2GKU7GK27Q7U · pith_short_16: 2GKU7GK27Q7UED73 · pith_short_8: 2GKU7GK2

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/2GKU7GK27Q7UED73R33JSXURGV \
  | 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: d1954f995afc3f420ffb8ef6995e913577bf1ea025a4d5e65d2f5eb11eace847

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "024b479affb7ed03514c0e88c14cd772b28c4ea7ba7bfbfcd76ba0ee99c57949",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-28T17:38:59Z",
    "title_canon_sha256": "2210dddc66211ae0689c23731004f4cbd1ec62f77a0c1524fc39847913d242f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.16633",
    "kind": "arxiv",
    "version": 4
  }
}