Pith Number

pith:QYRWVGCE

pith:2025:QYRWVGCEETHXBNXQ2STP57KKZH

not attested not anchored not stored refs pending

Efficient Evaluation of Quantization-Effects in Neural Codecs

Ahmed Mustafa, Rafa{\l} {\L}aganowski, Samer Hijazy, Wolfgang Mack

arxiv:2502.04770 v1 · 2025-02-07 · eess.AS · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QYRWVGCEETHXBNXQ2STP57KKZH}

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

A Projection-Based Surrogate Gradient Interpretation for Neural Codec Wrappers

CATRF: Codec-Adaptive TriPlane Radiance Fields for Volumetric Content Delivery

Receipt and verification

First computed	2026-07-05T10:10:56.902134Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

86236a984424cf70b6f0d4a6fefd4ac9f60b2181fcd6d0f21f6960417f1d0b04

Aliases

arxiv: 2502.04770 · arxiv_version: 2502.04770v1 · doi: 10.48550/arxiv.2502.04770 · pith_short_12: QYRWVGCEETHX · pith_short_16: QYRWVGCEETHXBNXQ · pith_short_8: QYRWVGCE

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/QYRWVGCEETHXBNXQ2STP57KKZH \
  | 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: 86236a984424cf70b6f0d4a6fefd4ac9f60b2181fcd6d0f21f6960417f1d0b04

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "81b0d3935c0eb38d3160c622c72ee39bbecae32985af30d23907506cd51536da",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2025-02-07T09:11:19Z",
    "title_canon_sha256": "2202ca130553c4241fd75b1534c48b03faf2487ce81710c17b190fef18d5ab0b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.04770",
    "kind": "arxiv",
    "version": 1
  }
}