Pith Number

pith:FWQJZ4EB

pith:2025:FWQJZ4EB7K5CEOWVLBHCAKYIPC

not attested not anchored not stored refs pending

Fully Exploiting Vision Foundation Model's Profound Prior Knowledge for Generalizable RGB-Depth Driving Scene Parsing

Chuang-Wei Liu, Qijun Chen, Rui Fan, Sicen Guo, Tianyou Wen

arxiv:2502.06219 v1 · 2025-02-10 · 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{FWQJZ4EB7K5CEOWVLBHCAKYIPC}

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	2026-07-05T10:11:49.187958Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2da09cf081faba223ad5584e202b0878955163768ad4b39ce76fcd84225e59c4

Aliases

arxiv: 2502.06219 · arxiv_version: 2502.06219v1 · doi: 10.48550/arxiv.2502.06219 · pith_short_12: FWQJZ4EB7K5C · pith_short_16: FWQJZ4EB7K5CEOWV · pith_short_8: FWQJZ4EB

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/FWQJZ4EB7K5CEOWVLBHCAKYIPC \
  | 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: 2da09cf081faba223ad5584e202b0878955163768ad4b39ce76fcd84225e59c4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "afe6d22b93c21fcf2ec4089b1df73dafe5b367e005754baa024b10e5b777d3ba",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-02-10T07:50:22Z",
    "title_canon_sha256": "e38d22c8f10802758166c9e70a6e7263ea80e88399d7b3bc118f83d05803397c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06219",
    "kind": "arxiv",
    "version": 1
  }
}