Pith. sign in
Pith Number

pith:PY44VXAB

pith:2023:PY44VXABBKQQDFODQNKEK5VRM7
not attested not anchored not stored refs pending

DISeR: Designing Imaging Systems with Reinforcement Learning

Bhavya Agrawalla, Kushagra Tiwary, Nikhil Behari, Ramesh Raskar, Tzofi Klinghoffer

arxiv:2309.13851 v1 · 2023-09-25 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{PY44VXABBKQQDFODQNKEK5VRM7}

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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 2026-07-05T06:53:58.377444Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7e39cadc010aa10195c383544576b167f8b1cfb9f9b81c678c1f6c7d317c0e94

Aliases

arxiv: 2309.13851 · arxiv_version: 2309.13851v1 · doi: 10.48550/arxiv.2309.13851 · pith_short_12: PY44VXABBKQQ · pith_short_16: PY44VXABBKQQDFOD · pith_short_8: PY44VXAB
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/PY44VXABBKQQDFODQNKEK5VRM7 \
  | 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: 7e39cadc010aa10195c383544576b167f8b1cfb9f9b81c678c1f6c7d317c0e94
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "bd5288a715b9e2b482c742b79b7e78d282da381ed5ae52b205e23bdfb602ccb7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-09-25T03:35:51Z",
    "title_canon_sha256": "88680acc3cb0fb2958ed6df7fd9b53658928aed811e686ddb119cf9f371b25cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.13851",
    "kind": "arxiv",
    "version": 1
  }
}