pith. sign in
Pith Number

pith:DDFGRY3F

pith:2017:DDFGRY3F5UMASVQCWAVJWY6LHG
not attested not anchored not stored refs pending

Deep Variation-structured Reinforcement Learning for Visual Relationship and Attribute Detection

Eric P. Xing, Lisa Lee, Xiaodan Liang

arxiv:1703.03054 v1 · 2017-03-08 · cs.CV · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{DDFGRY3F5UMASVQCWAVJWY6LHG}

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 2026-05-18T00:49:01.698183Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

18ca68e365ed18095602b02a9b63cb39ae0b96b2ef29142d1bc3b5b7015cf1de

Aliases

arxiv: 1703.03054 · arxiv_version: 1703.03054v1 · doi: 10.48550/arxiv.1703.03054 · pith_short_12: DDFGRY3F5UMA · pith_short_16: DDFGRY3F5UMASVQC · pith_short_8: DDFGRY3F
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/DDFGRY3F5UMASVQCWAVJWY6LHG \
  | 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: 18ca68e365ed18095602b02a9b63cb39ae0b96b2ef29142d1bc3b5b7015cf1de
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "1ff666cfe728f33ab21611f5abef9836cff2bb3522716ed696e75938b4c92aa6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2017-03-08T22:09:10Z",
    "title_canon_sha256": "fc7df2e4f80b7c14bcc257c6e6c38df6d5a2b98ab35962285686522c3deac5eb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1703.03054",
    "kind": "arxiv",
    "version": 1
  }
}