Pith Number

pith:CMKSY5HW

pith:2024:CMKSY5HWZ4ULSLQDTLD3LZSNE7

not attested not anchored not stored refs pending

Rethinking Generalizability and Discriminability of Self-Supervised Learning from Evolutionary Game Theory Perspective

Changwen Zheng, Chuxiong Sun, Fuchun Sun, Hui Xiong, Jiangmeng Li, Junge Zhang, Qirui Ji, Wenwen Qiang, Zehua Zang

arxiv:2412.00542 v1 · 2024-11-30 · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CMKSY5HWZ4ULSLQDTLD3LZSNE7}

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	2026-07-05T09:42:43.383239Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

13152c74f6cf28b92e039ac7b5e64d27fb1534c8be2ad5aa2a495c015badc170

Aliases

arxiv: 2412.00542 · arxiv_version: 2412.00542v1 · doi: 10.48550/arxiv.2412.00542 · pith_short_12: CMKSY5HWZ4UL · pith_short_16: CMKSY5HWZ4ULSLQD · pith_short_8: CMKSY5HW

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/CMKSY5HWZ4ULSLQDTLD3LZSNE7 \
  | 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: 13152c74f6cf28b92e039ac7b5e64d27fb1534c8be2ad5aa2a495c015badc170

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7faeabfb39aac503ab515e0c80efec74920773327bc79d4c6380abaa4a0209ea",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-11-30T17:20:23Z",
    "title_canon_sha256": "a77ad3749cd12830f23039b0e60c5de560dd1f34448d9d5df9a750c139597cf5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.00542",
    "kind": "arxiv",
    "version": 1
  }
}