Pith Number

pith:TTMK65JZ

pith:2024:TTMK65JZ3YQ4RQWR7GN2S57B6X

not attested not anchored not stored refs pending

Augmentations vs Algorithms: What Works in Self-Supervised Learning

Alex Bijamov, Bradley Green, Chris Duvarney, Karan Singhal, Luke Friedman, Luyang Liu, Neha Kalibhat, Philip Mansfield, Renan Rojas-Gomez, Sushant Prakash, Warren Morningstar

arxiv:2403.05726 v1 · 2024-03-08 · cs.LG · 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{TTMK65JZ3YQ4RQWR7GN2S57B6X}

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.

Cited by

1 paper in Pith

Clustering Properties of Self-Supervised Learning

Receipt and verification

First computed	2026-07-05T07:54:12.406754Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9cd8af7539de21c8c2d1f99ba977e1f5e3f77847c9cd5d9d67f6b34ca573fe7d

Aliases

arxiv: 2403.05726 · arxiv_version: 2403.05726v1 · doi: 10.48550/arxiv.2403.05726 · pith_short_12: TTMK65JZ3YQ4 · pith_short_16: TTMK65JZ3YQ4RQWR · pith_short_8: TTMK65JZ

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/TTMK65JZ3YQ4RQWR7GN2S57B6X \
  | 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: 9cd8af7539de21c8c2d1f99ba977e1f5e3f77847c9cd5d9d67f6b34ca573fe7d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "27804ae5dc149b0062c1c41abb19af0f919d0db86223d38a3cbd8daf1598c0aa",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-08T23:42:06Z",
    "title_canon_sha256": "a0168754e54df2dd94260fbd2bb69acea179e375ca1505f09ffc77e7eb0a44c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.05726",
    "kind": "arxiv",
    "version": 1
  }
}