Pith. sign in
Pith Number

pith:NXNYRXKV

pith:2022:NXNYRXKVCFM6S3YPFK7MMGGDQS
not attested not anchored not stored refs pending

Attention Beats Concatenation for Conditioning Neural Fields

Andrea Tagliasacchi, Daniel Rebain, Dmitry Lagun, Gopal Sharma, Kwang Moo Yi, Mark J. Matthews

arxiv:2209.10684 v1 · 2022-09-21 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{NXNYRXKVCFM6S3YPFK7MMGGDQS}

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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 2026-07-05T05:00:05.265147Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

6ddb88dd551159e96f0f2abec618c384a7d0f90d7d5da634a4a9e1ea3b16543b

Aliases

arxiv: 2209.10684 · arxiv_version: 2209.10684v1 · doi: 10.48550/arxiv.2209.10684 · pith_short_12: NXNYRXKVCFM6 · pith_short_16: NXNYRXKVCFM6S3YP · pith_short_8: NXNYRXKV
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/NXNYRXKVCFM6S3YPFK7MMGGDQS \
  | 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: 6ddb88dd551159e96f0f2abec618c384a7d0f90d7d5da634a4a9e1ea3b16543b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "1a29ae105b742b2d3d3537173aebbf2d9d22a42d22e560c876bf7fdcf376bede",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-09-21T22:17:55Z",
    "title_canon_sha256": "618ea40f0f5006b0b74739e47b3a2a6e769175258d10b866d03c9a344b1ce8b2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.10684",
    "kind": "arxiv",
    "version": 1
  }
}