Pith. sign in
Pith Number

pith:4IKAG2NM

pith:2020:4IKAG2NMR3AQK2SWE6MNAFNNGP
not attested not anchored not stored refs pending

Towards Autonomous Eye Surgery by Combining Deep Imitation Learning with Optimal Control

Iulian Iordachita, Ji Woong Kim, Marin Kobilarov, Peiyao Zhang, Peter Gehlbach

arxiv:2011.07778 v1 · 2020-11-16 · cs.RO

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{4IKAG2NMR3AQK2SWE6MNAFNNGP}

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 2026-07-05T01:51:53.999342Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e2140369ac8ec1056a562798d015ad33e4ca32384f1abe38dd1e4cb3d419b99e

Aliases

arxiv: 2011.07778 · arxiv_version: 2011.07778v1 · doi: 10.48550/arxiv.2011.07778 · pith_short_12: 4IKAG2NMR3AQ · pith_short_16: 4IKAG2NMR3AQK2SW · pith_short_8: 4IKAG2NM
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4IKAG2NMR3AQK2SWE6MNAFNNGP \
  | 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: e2140369ac8ec1056a562798d015ad33e4ca32384f1abe38dd1e4cb3d419b99e
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "56bfa9c4d183ad9ee852af2d7cc1cc9081b95048f1d73c4a8b1dfcb55d1392cf",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2020-11-16T08:20:16Z",
    "title_canon_sha256": "7ae893fc5ad5579de57d8dedb697ee3299c4c205d6092a9a66fa2c3ae94ccaa5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.07778",
    "kind": "arxiv",
    "version": 1
  }
}