Pith. sign in
Pith Number

pith:EYWEACPV

pith:2021:EYWEACPVFYKD26FY2CKBQZCALY
not attested not anchored not stored refs pending

Improving Robustness of Deep Neural Networks for Aerial Navigation by Incorporating Input Uncertainty

Ansgar Radermacher, Fabio Arnez, Fran\c{c}ois Terrier, Huascar Espinoza

arxiv:2110.13729 v2 · 2021-10-26 · cs.RO

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\usepackage{pith}
\pithnumber{EYWEACPVFYKD26FY2CKBQZCALY}

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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 2026-07-05T03:27:37.050086Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

262c4009f52e143d78b8d0941864405e1a3e5ccb9607ef3d5891383284a6c725

Aliases

arxiv: 2110.13729 · arxiv_version: 2110.13729v2 · doi: 10.48550/arxiv.2110.13729 · pith_short_12: EYWEACPVFYKD · pith_short_16: EYWEACPVFYKD26FY · pith_short_8: EYWEACPV
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/EYWEACPVFYKD26FY2CKBQZCALY \
  | 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: 262c4009f52e143d78b8d0941864405e1a3e5ccb9607ef3d5891383284a6c725
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d3bcf8fa0ecfcedb15bdcc2565142c2f6b26abeb41f71a160dec41fc22b73673",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2021-10-26T14:25:16Z",
    "title_canon_sha256": "035e4922df78a22404028687aab4c8916c92a76715648bb3e745074aefd57d27"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.13729",
    "kind": "arxiv",
    "version": 2
  }
}