Pith Number

pith:2KQLLEO2

pith:2021:2KQLLEO2AG6AMNZOGZ643AO24L

not attested not anchored not stored refs pending

Partial success in closing the gap between human and machine vision

Benjamin Mitzkus, Felix A. Wichmann, Kantharaju Narayanappa, Matthias Bethge, Robert Geirhos, Tizian Thieringer, Wieland Brendel

arxiv:2106.07411 v2 · 2021-06-14 · cs.CV · cs.AI · cs.LG · q-bio.NC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2KQLLEO2AG6AMNZOGZ643AO24L}

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

Efficient Reinforcement Learning Through Adaptively Pretrained Visual Encoder

Receipt and verification

First computed	2026-07-05T03:25:15.207745Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d2a0b591da01bc06372e367dcd81dae2e8027b2d129d08b03a2dd97f74e5ac2c

Aliases

arxiv: 2106.07411 · arxiv_version: 2106.07411v2 · doi: 10.48550/arxiv.2106.07411 · pith_short_12: 2KQLLEO2AG6A · pith_short_16: 2KQLLEO2AG6AMNZO · pith_short_8: 2KQLLEO2

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/2KQLLEO2AG6AMNZOGZ643AO24L \
  | 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: d2a0b591da01bc06372e367dcd81dae2e8027b2d129d08b03a2dd97f74e5ac2c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f84a71355112ba90a189483084183ad4a78d6e9101883771b5a893b5b570cc02",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "q-bio.NC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-06-14T13:23:35Z",
    "title_canon_sha256": "796a15cdb616d6521259a418be8732d5849a4b7b7cf378e4c8da1f8b1a8d090d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.07411",
    "kind": "arxiv",
    "version": 2
  }
}