Pith Number

pith:YUQEMDTC

pith:2025:YUQEMDTCNVDQTI3N7ISZP6BKQ3

not attested not anchored not stored refs pending

Scalable Training for Vector-Quantized Networks with 100% Codebook Utilization

Jie Qin, Limeng Qiao, Lin Ma, Xiaofeng Wang, Xingang Wang, Yifan Chang, Zheng Zhu

arxiv:2509.10140 v1 · 2025-09-12 · 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{YUQEMDTCNVDQTI3N7ISZP6BKQ3}

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

2 papers in Pith

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

Nemotron-Labs-Diffusion-Image: Advancing Masked Discrete Diffusion for High-Resolution Image Synthesis

Receipt and verification

First computed	2026-07-05T12:11:03.653648Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c520460e626d4709a36dfa2597f82a86ca6f5dd1ffe6d0cba160ab84c54d4007

Aliases

arxiv: 2509.10140 · arxiv_version: 2509.10140v1 · doi: 10.48550/arxiv.2509.10140 · pith_short_12: YUQEMDTCNVDQ · pith_short_16: YUQEMDTCNVDQTI3N · pith_short_8: YUQEMDTC

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/YUQEMDTCNVDQTI3N7ISZP6BKQ3 \
  | 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: c520460e626d4709a36dfa2597f82a86ca6f5dd1ffe6d0cba160ab84c54d4007

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b32f58002042c70b63859c4e66920fb83e02d488a45976cddeeb1276daf7ddef",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-09-12T11:08:21Z",
    "title_canon_sha256": "93714e10b85bc0e87aeede035bd5b620ab4ceabff3881e3dc98a1603340c00c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.10140",
    "kind": "arxiv",
    "version": 1
  }
}