Pith Number

pith:BZE3MYOF

pith:2023:BZE3MYOFQMNLAY6DYG75W7QWHD

not attested not anchored not stored refs pending

ISP meets Deep Learning: A Survey on Deep Learning Methods for Image Signal Processing

Bruno Melo de Souza, Claudio Filipi Gon\c{c}alves dos Santos, Guilherme Augusto Bileki, Iago Oliveira Lima, Jhessica Victoria Santos da Silva, Leonardo Tadeu Lopes, Lucas Borges Rondon, Matheus Henrique Marques da Silva, Mayara Costa Regazio, Rodolfo Coelho Dalapicola, Rodrigo Reis Arrais, Wladimir Barroso Guedes de Ara\'ujo Neto

arxiv:2305.11994 v2 · 2023-05-19 · cs.LG · eess.IV

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

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\usepackage{pith}
\pithnumber{BZE3MYOFQMNLAY6DYG75W7QWHD}

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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.

Cited by

1 paper in Pith

RGB-Event ISP: The Dataset and Benchmark

Receipt and verification

First computed	2026-07-05T06:12:51.018042Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0e49b661c5831ab063c3c1bfdb7e1638c7850fab894411098008984a346c6e93

Aliases

arxiv: 2305.11994 · arxiv_version: 2305.11994v2 · doi: 10.48550/arxiv.2305.11994 · pith_short_12: BZE3MYOFQMNL · pith_short_16: BZE3MYOFQMNLAY6D · pith_short_8: BZE3MYOF

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/BZE3MYOFQMNLAY6DYG75W7QWHD \
  | 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: 0e49b661c5831ab063c3c1bfdb7e1638c7850fab894411098008984a346c6e93

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9f89e01d8fede96e5396ba842ca4e2141d3fa89ef3902873032a421de177ff16",
    "cross_cats_sorted": [
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-19T20:37:27Z",
    "title_canon_sha256": "9996a7e0f055edc53127da84e94c62374a82072962894febba86a533905ca9e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.11994",
    "kind": "arxiv",
    "version": 2
  }
}