Pith Number

pith:GITIUNIV

pith:2025:GITIUNIVP7XT2ENOL63SM5LWLV

not attested not anchored not stored refs pending

ProtoConNet: Prototypical Augmentation and Alignment for Open-Set Few-Shot Image Classification

Haibei Huang, Jingjing Zhu, Kexuan Shi, Lei Meng, Xiangxu Meng, Yaochen Zhang, Zhuang Qi

arxiv:2507.11845 v1 · 2025-07-16 · 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{GITIUNIVP7XT2ENOL63SM5LWLV}

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	2026-07-05T11:37:51.925243Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

32268a35157fef3d11ae5fb72675765d506e8bf4045a66ef209368383c46d581

Aliases

arxiv: 2507.11845 · arxiv_version: 2507.11845v1 · doi: 10.48550/arxiv.2507.11845 · pith_short_12: GITIUNIVP7XT · pith_short_16: GITIUNIVP7XT2ENO · pith_short_8: GITIUNIV

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/GITIUNIVP7XT2ENOL63SM5LWLV \
  | 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: 32268a35157fef3d11ae5fb72675765d506e8bf4045a66ef209368383c46d581

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "84b7352f0f4a8cbd7f68006e0afbb67a5e454a6439ee18d842c4deedc8069b41",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-16T02:20:52Z",
    "title_canon_sha256": "9942b2d3af62e36bb7f6681b17ad21b38c3cbd295472b679bb3950625604b975"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.11845",
    "kind": "arxiv",
    "version": 1
  }
}