Pith Number

pith:FKHFUOE5

pith:2025:FKHFUOE5OETSCPSQ4LO2WN45Z3

not attested not anchored not stored refs pending

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance

Sagar Gandhi, Vishal Gandhi

arxiv:2505.01016 v1 · 2025-05-02 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FKHFUOE5OETSCPSQ4LO2WN45Z3}

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

An Analysis of Layer-Freezing Strategies for Enhanced Transfer Learning in YOLO Architectures

Receipt and verification

First computed	2026-07-05T10:57:43.655679Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2a8e5a389d7127213e50e2ddab379dcedf956ce1fbcd9e1da63acf52c4421931

Aliases

arxiv: 2505.01016 · arxiv_version: 2505.01016v1 · doi: 10.48550/arxiv.2505.01016 · pith_short_12: FKHFUOE5OETS · pith_short_16: FKHFUOE5OETSCPSQ · pith_short_8: FKHFUOE5

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/FKHFUOE5OETSCPSQ4LO2WN45Z3 \
  | 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: 2a8e5a389d7127213e50e2ddab379dcedf956ce1fbcd9e1da63acf52c4421931

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "70a0b7a4226f1067bae4e1071b163bb0cd2cb31d434b60544971c61894fa14bc",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-02T05:27:14Z",
    "title_canon_sha256": "66cfe941681a275a4c0a61369e3ed351ae33f484785971c744f8ba5dfb1f02fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.01016",
    "kind": "arxiv",
    "version": 1
  }
}