Pith Number

pith:7K52OW6O

pith:2024:7K52OW6OCQ6QMPSSNCAIQWF2HY

not attested not anchored not stored refs pending

Adaptive Augmentation Policy Optimization with LLM Feedback

Alptekin Temizel, Ant Duru

arxiv:2410.13453 v4 · 2024-10-17 · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7K52OW6OCQ6QMPSSNCAIQWF2HY}

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.

Cited by

1 paper in Pith

Colorectal Cancer Tumor Grade Segmentation in Digital Histopathology Images: From Giga to Mini Challenge

Receipt and verification

First computed	2026-07-05T11:48:21.211843Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fabba75bce143d063e5268808858ba3e2d5dd3628b1dce9f47f23f1b7bceb756

Aliases

arxiv: 2410.13453 · arxiv_version: 2410.13453v4 · doi: 10.48550/arxiv.2410.13453 · pith_short_12: 7K52OW6OCQ6Q · pith_short_16: 7K52OW6OCQ6QMPSS · pith_short_8: 7K52OW6O

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/7K52OW6OCQ6QMPSSNCAIQWF2HY \
  | 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: fabba75bce143d063e5268808858ba3e2d5dd3628b1dce9f47f23f1b7bceb756

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a2510e52e641330e00405e3eb57c257acf3a0191566acd7336f5be89fc2bd9f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-17T11:26:10Z",
    "title_canon_sha256": "25cb12df177cca9bbf7eb004ec20528196026201fd66923aea42f10a7ccd0938"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.13453",
    "kind": "arxiv",
    "version": 4
  }
}