Pith Number

pith:NUJMHGT4

pith:2024:NUJMHGT4BAPBYRTONG54Y6VFMN

not attested not anchored not stored refs pending

LIX: Implicitly Infusing Spatial Geometric Prior Knowledge into Visual Semantic Segmentation for Autonomous Driving

Ioannis Pitas, Qijun Chen, Rui Fan, Sicen Guo, Zhiyuan Wu, Ziwei Long

arxiv:2403.08215 v2 · 2024-03-13 · cs.CV · cs.AI · cs.LG · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NUJMHGT4BAPBYRTONG54Y6VFMN}

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	2026-07-05T10:30:52.937221Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6d12c39a7c081e1c466e69bbcc7aa563789a236215702a91bcfe58e6b538679e

Aliases

arxiv: 2403.08215 · arxiv_version: 2403.08215v2 · doi: 10.48550/arxiv.2403.08215 · pith_short_12: NUJMHGT4BAPB · pith_short_16: NUJMHGT4BAPBYRTO · pith_short_8: NUJMHGT4

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/NUJMHGT4BAPBYRTONG54Y6VFMN \
  | 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: 6d12c39a7c081e1c466e69bbcc7aa563789a236215702a91bcfe58e6b538679e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c4185b0b6066ae61b5dee463fe9ab200259a29d5600c8ecabb853efa5a7f55c3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-03-13T03:24:36Z",
    "title_canon_sha256": "c27a9fa5be330ef78d832ffdb1a6479a33d6049e32e3906ae8052523e7a9a431"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.08215",
    "kind": "arxiv",
    "version": 2
  }
}