Pith Number

pith:DV22MDOK

pith:2024:DV22MDOKDGVTP77BIVZHF675B7

not attested not anchored not stored refs pending

Representation Collapsing Problems in Vector Quantization

Dianbo Liu, Qiran Zou, Rushi Shah, Wenhao Zhao

arxiv:2411.16550 v1 · 2024-11-25 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DV22MDOKDGVTP77BIVZHF675B7}

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

Continuous First, Discrete Later: VQ-VAEs Without Dimensional Collapse

Receipt and verification

First computed	2026-07-05T09:40:10.952066Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d75a60dca19ab37ffe1457272fbfd0fe8b006e223618cf4e1777b438e910657

Aliases

arxiv: 2411.16550 · arxiv_version: 2411.16550v1 · doi: 10.48550/arxiv.2411.16550 · pith_short_12: DV22MDOKDGVT · pith_short_16: DV22MDOKDGVTP77B · pith_short_8: DV22MDOK

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/DV22MDOKDGVTP77BIVZHF675B7 \
  | 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: 1d75a60dca19ab37ffe1457272fbfd0fe8b006e223618cf4e1777b438e910657

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "367035746b21b5d3c30a4f5e50ea1f0c087ba37aa6f76b2117d2c5caedbc59e5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-25T16:32:29Z",
    "title_canon_sha256": "6e7291f1da5387b53ca625c8314ae15f98e335eaf2b127b5b235e7181d4d27a8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.16550",
    "kind": "arxiv",
    "version": 1
  }
}