Pith. sign in
Pith Number

pith:3T2CK4MV

pith:2021:3T2CK4MVUVKQXMMSKFX5M5K3AX
not attested not anchored not stored refs pending

Multitask Learning for Scalable and Dense Multilayer Bayesian Map Inference

Ayoung Kim, Jeffrey M. Walls, Jessy W. Grizzle, Lu Gan, Maani Ghaffari, Ryan M. Eustice, Youngji Kim

arxiv:2106.14986 v2 · 2021-06-28 · cs.RO

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{3T2CK4MVUVKQXMMSKFX5M5K3AX}

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 2026-07-05T05:04:45.130022Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

dcf4257195a5550bb192516fd6755b05fe3dc1adde585852a66f7d1f5d75e111

Aliases

arxiv: 2106.14986 · arxiv_version: 2106.14986v2 · doi: 10.48550/arxiv.2106.14986 · pith_short_12: 3T2CK4MVUVKQ · pith_short_16: 3T2CK4MVUVKQXMMS · pith_short_8: 3T2CK4MV
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/3T2CK4MVUVKQXMMSKFX5M5K3AX \
  | 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: dcf4257195a5550bb192516fd6755b05fe3dc1adde585852a66f7d1f5d75e111
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "46e31b4652150f6c71a0a4527c6f470ab8795411858200246e1cedde94865cce",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2021-06-28T21:11:26Z",
    "title_canon_sha256": "1f514cea3991ab5e238223adb21c5ed51b8460a150051825b86787771c314d1b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.14986",
    "kind": "arxiv",
    "version": 2
  }
}