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Pith Number

pith:TJIIQYNT

pith:2021:TJIIQYNTN5DP3GE2AO5R5IRZ3C
not attested not anchored not stored refs pending

User-Guided Personalized Image Aesthetic Assessment based on Deep Reinforcement Learning

Bing Zhou, Changsheng Xu, Jianqi Fan, Mingliang Xu, Pei Lv, Weiming Dong, Xiaoheng Jiang, Xixi Nie

arxiv:2106.07488 v1 · 2021-06-14 · cs.CV · cs.MM

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{TJIIQYNTN5DP3GE2AO5R5IRZ3C}

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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 2026-07-05T02:49:05.728403Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9a508861b36f46fd989a03bb1ea239d8b123866fab685efced0c5b7b6b2f9f83

Aliases

arxiv: 2106.07488 · arxiv_version: 2106.07488v1 · doi: 10.48550/arxiv.2106.07488 · pith_short_12: TJIIQYNTN5DP · pith_short_16: TJIIQYNTN5DP3GE2 · pith_short_8: TJIIQYNT
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/TJIIQYNTN5DP3GE2AO5R5IRZ3C \
  | 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: 9a508861b36f46fd989a03bb1ea239d8b123866fab685efced0c5b7b6b2f9f83
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e1079ab025fd4fde39ef62a184016bd2ecb05d0c7bf805c2db4fc99884d6cac2",
    "cross_cats_sorted": [
      "cs.MM"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-06-14T15:19:48Z",
    "title_canon_sha256": "2aaaa48c8155e966ac4edea7ab3263bfa191a10dc74543bc7f2a8cae6c39bc80"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.07488",
    "kind": "arxiv",
    "version": 1
  }
}