Pith Number

pith:VFI4QQKT

pith:2023:VFI4QQKTGVMIECAD53PJLKUBE6

not attested not anchored not stored refs pending

ReMaX: Relaxing for Better Training on Efficient Panoptic Segmentation

Andrew Howard, Liang-Chieh Chen, Philip Torr, Qihang Yu, Shuyang Sun, Weijun Wang

arxiv:2306.17319 v1 · 2023-06-29 · 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{VFI4QQKTGVMIECAD53PJLKUBE6}

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	2026-07-05T06:26:25.164993Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a951c841533558820803eede95aa8127afafdc8f61b9bcdfe512320111e3fe03

Aliases

arxiv: 2306.17319 · arxiv_version: 2306.17319v1 · doi: 10.48550/arxiv.2306.17319 · pith_short_12: VFI4QQKTGVMI · pith_short_16: VFI4QQKTGVMIECAD · pith_short_8: VFI4QQKT

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/VFI4QQKTGVMIECAD53PJLKUBE6 \
  | 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: a951c841533558820803eede95aa8127afafdc8f61b9bcdfe512320111e3fe03

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bd3ed8ee6862d793770c5b7669b89f25f84857d9de664b157a3d4b80727bf91c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-06-29T22:05:56Z",
    "title_canon_sha256": "40b9c4446deb82ee721ed6e09c1806472d29bb4549c441f3b39f1ed01368fae3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.17319",
    "kind": "arxiv",
    "version": 1
  }
}