Pith Number

pith:LNCMH4NS

pith:2023:LNCMH4NS2YXJR4775QYHJUNVCU

not attested not anchored not stored refs pending

Constructive Assimilation: Boosting Contrastive Learning Performance through View Generation Strategies

Akash Srivastava, Charlotte Loh, Dimitris Metaxas, Fei Deng, Leonid Karlinsky, Ligong Han, Pulkit Agrawal, Rumen Dangovski, Seungwook Han, Shivchander Sudalairaj, Tsui-Wei Weng

arxiv:2304.00601 v2 · 2023-04-02 · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LNCMH4NS2YXJR4775QYHJUNVCU}

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	2026-07-05T05:59:07.124211Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b44c3f1b2d62e98f3ffec3074d1b5151f1438ff308a8523f771a3c17c03ba97

Aliases

arxiv: 2304.00601 · arxiv_version: 2304.00601v2 · doi: 10.48550/arxiv.2304.00601 · pith_short_12: LNCMH4NS2YXJ · pith_short_16: LNCMH4NS2YXJR477 · pith_short_8: LNCMH4NS

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/LNCMH4NS2YXJR4775QYHJUNVCU \
  | 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: 5b44c3f1b2d62e98f3ffec3074d1b5151f1438ff308a8523f771a3c17c03ba97

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0d5a1cfc5c2741faae0b43ce86af7ed729c9c211918cfc92e3f8a18d5cdf115",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-04-02T19:09:01Z",
    "title_canon_sha256": "ff6b60ffd5b103c747e98d021eeb14a5beef4c5362f807eba06b94ad1b0627cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.00601",
    "kind": "arxiv",
    "version": 2
  }
}