Pith Number

pith:QIDGER7D

pith:2022:QIDGER7DOJKRYRWAP44J27QJXQ

not attested not anchored not stored refs pending

DRL-ISP: Multi-Objective Camera ISP with Deep Reinforcement Learning

In So Kweon, Kyunghyun Lee, Ukcheol Shin

arxiv:2207.03081 v1 · 2022-07-07 · cs.CV · cs.AI · cs.LG · cs.RO · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QIDGER7DOJKRYRWAP44J27QJXQ}

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.

Receipt and verification

First computed	2026-07-05T04:38:18.816387Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

82066247e372551c46c07f389d7e09bc3cfb86f62b5efb66c387c631db7bddc1

Aliases

arxiv: 2207.03081 · arxiv_version: 2207.03081v1 · doi: 10.48550/arxiv.2207.03081 · pith_short_12: QIDGER7DOJKR · pith_short_16: QIDGER7DOJKRYRWA · pith_short_8: QIDGER7D

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/QIDGER7DOJKRYRWAP44J27QJXQ \
  | 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: 82066247e372551c46c07f389d7e09bc3cfb86f62b5efb66c387c631db7bddc1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cba07cda5543ac5eb702433e7afac05fe9c27097f7b52d6508e3ef75322d1087",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.RO",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-07-07T04:34:05Z",
    "title_canon_sha256": "40cdbe0aeb14b448442070d8da2c76cd92bbb2c76f4e8897e5b6fbea9df81e1c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.03081",
    "kind": "arxiv",
    "version": 1
  }
}