Pith Number

pith:ZVPDL6LF

pith:2022:ZVPDL6LFIKTJXDMYOVTO5FQXNS

not attested not anchored not stored refs pending

Optimizing Relevance Maps of Vision Transformers Improves Robustness

Hila Chefer, Idan Schwartz, Lior Wolf

arxiv:2206.01161 v1 · 2022-06-02 · 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{ZVPDL6LFIKTJXDMYOVTO5FQXNS}

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

Machine Learning from Explanations

Receipt and verification

First computed	2026-07-05T04:28:37.570406Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd5e35f96542a69b8d987566ee96176c9c1ab28f949579fb866399983badcd9d

Aliases

arxiv: 2206.01161 · arxiv_version: 2206.01161v1 · doi: 10.48550/arxiv.2206.01161 · pith_short_12: ZVPDL6LFIKTJ · pith_short_16: ZVPDL6LFIKTJXDMY · pith_short_8: ZVPDL6LF

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/ZVPDL6LFIKTJXDMYOVTO5FQXNS \
  | 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: cd5e35f96542a69b8d987566ee96176c9c1ab28f949579fb866399983badcd9d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2322d89a28803e1915ee427985dffc2de6c601394f29596890cf1d35a65a9ee7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-06-02T17:24:48Z",
    "title_canon_sha256": "d682ffcdd616857290441edde9059e37c001957706c276febfc9265be9ec88ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.01161",
    "kind": "arxiv",
    "version": 1
  }
}