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Pith Number

pith:3Q63MAJL

pith:2022:3Q63MAJLC3ATZPGQE2Q4MKSFM4
not attested not anchored not stored refs pending

Efficient Human-in-the-loop System for Guiding DNNs Attention

Chia-Ming Chang, Haoran Xie, Takeo Igarashi, Xi Yang, Yi He

arxiv:2206.05981 v3 · 2022-06-13 · cs.CV · cs.HC · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{3Q63MAJLC3ATZPGQE2Q4MKSFM4}

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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 2026-07-05T05:39:01.608613Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

dc3db6012b16c13cbcd026a1c62a456707836e7c8747b130cd0310fe484d0d60

Aliases

arxiv: 2206.05981 · arxiv_version: 2206.05981v3 · doi: 10.48550/arxiv.2206.05981 · pith_short_12: 3Q63MAJLC3AT · pith_short_16: 3Q63MAJLC3ATZPGQ · pith_short_8: 3Q63MAJL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/3Q63MAJLC3ATZPGQE2Q4MKSFM4 \
  | 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: dc3db6012b16c13cbcd026a1c62a456707836e7c8747b130cd0310fe484d0d60
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "15c4b0da8482c96f766231545dbd7d076e762a753dead4007ac67ae3b128fd34",
    "cross_cats_sorted": [
      "cs.HC",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-06-13T09:04:32Z",
    "title_canon_sha256": "73c2353aecbc4ba98160178c52fe7b009e5cbb09e96be5253165d2b2e693909f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.05981",
    "kind": "arxiv",
    "version": 3
  }
}