Pith Number

pith:OP66Z23J

pith:2017:OP66Z23J3UXXMUIPJBQFUUJL7H

not attested not anchored not stored refs pending

Deep Reinforcement Learning-based Image Captioning with Embedding Reward

Li-Jia Li, Ning Zhang, Xiaoyu Wang, Xutao Lv, Zhou Ren

arxiv:1704.03899 v1 · 2017-04-12 · cs.CV · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OP66Z23J3UXXMUIPJBQFUUJL7H}

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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

A Deep Decoder Structure Based on WordEmbedding Regression for An Encoder-Decoder Based Model for Image Captioning

Receipt and verification

First computed	2026-05-18T00:46:25.895769Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

73fdeceb69dd2f76510f48605a512bf9c60b7e86b85675fa01ed8320f482b2df

Aliases

arxiv: 1704.03899 · arxiv_version: 1704.03899v1 · doi: 10.48550/arxiv.1704.03899 · pith_short_12: OP66Z23J3UXX · pith_short_16: OP66Z23J3UXXMUIP · pith_short_8: OP66Z23J

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/OP66Z23J3UXXMUIPJBQFUUJL7H \
  | 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: 73fdeceb69dd2f76510f48605a512bf9c60b7e86b85675fa01ed8320f482b2df

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "010a027185dd9cba512d546557996fd925fca70311dd22cf22c2380b36efad98",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2017-04-12T18:55:03Z",
    "title_canon_sha256": "6e6f26213b826779470ef9fda975baec40c374bbabc314549c9e6c1b70f2336b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1704.03899",
    "kind": "arxiv",
    "version": 1
  }
}