Pith Number

pith:QUZUFD5U

pith:2023:QUZUFD5URK6KA5ZJPECOTDV2QG

not attested not anchored not stored refs pending

Learning Efficient Coding of Natural Images with Maximum Manifold Capacity Representations

Eero Simoncelli, SueYeon Chung, Thomas Yerxa, Yilun Kuang

arxiv:2303.03307 v2 · 2023-03-06 · cs.CV · 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{QUZUFD5URK6KA5ZJPECOTDV2QG}

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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

1 paper in Pith

UR-JEPA: Uniform Rectifiability as a Regularizer for Joint-Embedding Predictive Architectures

Receipt and verification

First computed	2026-07-05T07:19:43.703803Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8533428fb48abca077297904e98eba8199c3c7efe9b5d68990c10cd6403768a0

Aliases

arxiv: 2303.03307 · arxiv_version: 2303.03307v2 · doi: 10.48550/arxiv.2303.03307 · pith_short_12: QUZUFD5URK6K · pith_short_16: QUZUFD5URK6KA5ZJ · pith_short_8: QUZUFD5U

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/QUZUFD5URK6KA5ZJPECOTDV2QG \
  | 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: 8533428fb48abca077297904e98eba8199c3c7efe9b5d68990c10cd6403768a0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "36e6925f02c00e6eab61d4bf4027f86e96ea40ad7a400dea2d9b8ebbec4e2c59",
    "cross_cats_sorted": [
      "q-bio.NC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-03-06T17:26:30Z",
    "title_canon_sha256": "6b910afbf9e5af2e55a5397b298094b52d493c071b07c31316e8627e6925ead6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.03307",
    "kind": "arxiv",
    "version": 2
  }
}