Pith Number

pith:I74O3ACI

pith:2024:I74O3ACIKLUYQITAXOP2C34VS6

not attested not anchored not stored refs pending

Enhancing Few-Shot Out-of-Distribution Detection with Gradient Aligned Context Optimization

Baoshun Tong, Hanjiang Lai, Kaiyu Song

arxiv:2411.15736 v1 · 2024-11-24 · 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{I74O3ACIKLUYQITAXOP2C34VS6}

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	2026-07-05T09:39:40.271340Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

47f8ed804852e9882260bb9fa16f95978e57936ef63fd411629f820feed1647f

Aliases

arxiv: 2411.15736 · arxiv_version: 2411.15736v1 · doi: 10.48550/arxiv.2411.15736 · pith_short_12: I74O3ACIKLUY · pith_short_16: I74O3ACIKLUYQITA · pith_short_8: I74O3ACI

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/I74O3ACIKLUYQITAXOP2C34VS6 \
  | 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: 47f8ed804852e9882260bb9fa16f95978e57936ef63fd411629f820feed1647f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "17d1d1e9765061c6ab6d2e865c76a01028f11aaba76b77161e1db22fa7af79e0",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-24T06:51:34Z",
    "title_canon_sha256": "e4fe5e2b775a5ebb98a6b448b36252a8e5bf1af5988dedbb53d788fecc119aab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.15736",
    "kind": "arxiv",
    "version": 1
  }
}