Pith Number

pith:GDFY7WEW

pith:2023:GDFY7WEWGBPRSLTPGTZFLQHQBV

not attested not anchored not stored refs pending

Stronger, Fewer, & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation

Ben Wang, Huaian Chen, Jinjin Zheng, Lin Chen, Pengyang Ling, Tianle Liu, Xiaoxiao Ma, Yi Jin, Zhixiang Wei

arxiv:2312.04265 v5 · 2023-12-07 · 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{GDFY7WEWGBPRSLTPGTZFLQHQBV}

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

Curriculum Fine-tuning of Vision Foundation Model for Medical Image Classification Under Label Noise

Receipt and verification

First computed	2026-07-05T08:09:26.693390Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30cb8fd896305f192e6f34f255c0f00d55ccb632c42be2dfc995cafa25bd9671

Aliases

arxiv: 2312.04265 · arxiv_version: 2312.04265v5 · doi: 10.48550/arxiv.2312.04265 · pith_short_12: GDFY7WEWGBPR · pith_short_16: GDFY7WEWGBPRSLTP · pith_short_8: GDFY7WEW

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/GDFY7WEWGBPRSLTPGTZFLQHQBV \
  | 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: 30cb8fd896305f192e6f34f255c0f00d55ccb632c42be2dfc995cafa25bd9671

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9a60e7ec2f0d8421614e9cfd64d3e7addd4daf9eaff2d62f85b2dcf02353f874",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-12-07T12:43:00Z",
    "title_canon_sha256": "61433a6929d1ee74d0b2c1b3ba415aac3c38cbab18d443ecfd5b3190c00be8ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.04265",
    "kind": "arxiv",
    "version": 5
  }
}