Pith Number

pith:OF3N5QAQ

pith:2024:OF3N5QAQZKHR5PQPZGDFZXF4X5

not attested not anchored not stored refs pending

Scaling the Codebook Size of VQGAN to 100,000 with a Utilization Rate of 99%

Dong Chen, Fangyun Wei, Lei Zhu, Yanye Lu

arxiv:2406.11837 v1 · 2024-06-17 · 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{OF3N5QAQZKHR5PQPZGDFZXF4X5}

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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

6 papers in Pith

Self-Guidance: Enhancing Neural Codecs via Decoder Manifold Alignment

IDEAL: In-DEpth ALignment Makes A Discrete Representation AutoEncoder

NSVQ: Mitigating Codebook Collapse by Stabilizing Encoder Drift in Vector Quantization

HiTokSR: A Coarse-to-Fine Tokenizer with Hierarchical Codebooks for High-Fidelity Real-World Image Super-Resolution

Mutual Enhancement Between Global Tokens and Patch Tokens: From Theory to Practice

Receipt and verification

First computed	2026-07-05T08:32:58.482269Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7176dec010ca8f1ebe0fc9865cdcbcbf484747d0661c4f093ba591b36ae13d41

Aliases

arxiv: 2406.11837 · arxiv_version: 2406.11837v1 · doi: 10.48550/arxiv.2406.11837 · pith_short_12: OF3N5QAQZKHR · pith_short_16: OF3N5QAQZKHR5PQP · pith_short_8: OF3N5QAQ

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/OF3N5QAQZKHR5PQPZGDFZXF4X5 \
  | 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: 7176dec010ca8f1ebe0fc9865cdcbcbf484747d0661c4f093ba591b36ae13d41

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "94ff2662832f04a3051de478e7b3b5f3e84f0fbfc7955f9681f75ae3b91aa7ee",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-06-17T17:59:57Z",
    "title_canon_sha256": "2cf09ad20b3b8002c26590d38a0d3a5e74c8f6050a686c0e3b4c3ca4b966cba3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.11837",
    "kind": "arxiv",
    "version": 1
  }
}