Pith. sign in
Pith Number

pith:65OI2NPS

pith:2022:65OI2NPSD6GMEB4NPZSGX7CTWY
not attested not anchored not stored refs pending

PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies

Bernard Ghanem, Guocheng Qian, Hasan Abed Al Kader Hammoud, Houwen Peng, Jinjie Mai, Mohamed Elhoseiny, Yuchen Li

arxiv:2206.04670 v2 · 2022-06-09 · cs.CV · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{65OI2NPSD6GMEB4NPZSGX7CTWY}

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

4 papers in Pith

Receipt and verification
First computed 2026-07-05T05:06:12.854608Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f75c8d35f21f8cc2078d7e646bfc53b626027cdd6336a5d4e3fa7a4fe775eb10

Aliases

arxiv: 2206.04670 · arxiv_version: 2206.04670v2 · doi: 10.48550/arxiv.2206.04670 · pith_short_12: 65OI2NPSD6GM · pith_short_16: 65OI2NPSD6GMEB4N · pith_short_8: 65OI2NPS
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/65OI2NPSD6GMEB4NPZSGX7CTWY \
  | 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: f75c8d35f21f8cc2078d7e646bfc53b626027cdd6336a5d4e3fa7a4fe775eb10
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8b22e1a6bedc2095017c141ee08830511c55244c932a2250fb64002d704679b9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-06-09T17:59:54Z",
    "title_canon_sha256": "31d8be8a0b51871a413e85ef77d23a80ae89b0b9a6b0ebc23a3bfa62a275f9d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.04670",
    "kind": "arxiv",
    "version": 2
  }
}