Pith. sign in
Pith Number

pith:65KPRIL5

pith:2024:65KPRIL5HAI4D4J2BTZACIPZ5N
not attested not anchored not stored refs pending

VQ4ALL: Efficient Neural Network Representation via a Universal Codebook

Hong Gu, Juncan Deng, Kedong Xu, Kejie Huang, Shuaiting Li, Zeyu Wang

arxiv:2412.06875 v1 · 2024-12-09 · cs.LG · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{65KPRIL5HAI4D4J2BTZACIPZ5N}

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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.
Receipt and verification
First computed 2026-07-05T09:46:59.105762Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f754f8a17d3811c1f13a0cf20121f9eb6ee23fb796d300023b921adc18e023ab

Aliases

arxiv: 2412.06875 · arxiv_version: 2412.06875v1 · doi: 10.48550/arxiv.2412.06875 · pith_short_12: 65KPRIL5HAI4 · pith_short_16: 65KPRIL5HAI4D4J2 · pith_short_8: 65KPRIL5
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/65KPRIL5HAI4D4J2BTZACIPZ5N \
  | 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: f754f8a17d3811c1f13a0cf20121f9eb6ee23fb796d300023b921adc18e023ab
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "1cbe0b55ff1cfd6c95e237a621c1124378a2bb63461aa03b9e1ff4c8636808d5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-09T16:17:22Z",
    "title_canon_sha256": "e740074b5e0d9007046e5e21b285268ded7eeff3b2dc06b1737b0e33e32cf5bf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.06875",
    "kind": "arxiv",
    "version": 1
  }
}