Pith Number

pith:IGKRC4HY

pith:2022:IGKRC4HY6HITON7FPWIDKOGNEI

not attested not anchored not stored refs pending

Teaching Matters: Investigating the Role of Supervision in Vision Transformers

Abhinav Shrivastava, Kamal Gupta, Matthew Walmer, Saksham Suri

arxiv:2212.03862 v2 · 2022-12-07 · 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{IGKRC4HY6HITON7FPWIDKOGNEI}

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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

2 papers in Pith

Unsupervised Semantic Segmentation Facilitates Model Understanding

Receipt and verification

First computed	2026-07-05T05:58:29.018614Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

41951170f8f1d13737e57d903538cd22109999438eec0139a24f00f1ff395203

Aliases

arxiv: 2212.03862 · arxiv_version: 2212.03862v2 · doi: 10.48550/arxiv.2212.03862 · pith_short_12: IGKRC4HY6HIT · pith_short_16: IGKRC4HY6HITON7F · pith_short_8: IGKRC4HY

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/IGKRC4HY6HITON7FPWIDKOGNEI \
  | 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: 41951170f8f1d13737e57d903538cd22109999438eec0139a24f00f1ff395203

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "38cb2b3729ec0c4b90a5463897ad5f86f4d2a8beb7254a758493eef55228a2ab",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-12-07T18:59:45Z",
    "title_canon_sha256": "eb1d82289670aae126ca03e7f753727cf1426ce27fc92a5f3d61c590f9cc02fb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.03862",
    "kind": "arxiv",
    "version": 2
  }
}