Pith Number

pith:4ID4XKNB

pith:2025:4ID4XKNBCCIYAMCPWED7LIPI3X

not attested not anchored not stored refs pending

Enhancing Environmental Robustness in Few-shot Learning via Conditional Representation Learning

Haofen Wang, Jingrong Wu, Qianyu Guo, Tianxing Wu, Weifeng Ge, Wenqiang Zhang

arxiv:2502.01183 v1 · 2025-02-03 · 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{4ID4XKNBCCIYAMCPWED7LIPI3X}

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	2026-07-05T10:08:43.879046Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e207cba9a1109180304fb107f5a1e8ddedd8dd4934eaf6c6576e0fa5d0011077

Aliases

arxiv: 2502.01183 · arxiv_version: 2502.01183v1 · doi: 10.48550/arxiv.2502.01183 · pith_short_12: 4ID4XKNBCCIY · pith_short_16: 4ID4XKNBCCIYAMCP · pith_short_8: 4ID4XKNB

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/4ID4XKNBCCIYAMCPWED7LIPI3X \
  | 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: e207cba9a1109180304fb107f5a1e8ddedd8dd4934eaf6c6576e0fa5d0011077

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9893da7b6656f5e8e7c8c121e86a991c96a1f0692e14633375d91e7df4a59efe",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-02-03T09:18:03Z",
    "title_canon_sha256": "e169c77abcc60200ec85d868ce0f2d4a5cb31f9892f60a2a31414a07806d81b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.01183",
    "kind": "arxiv",
    "version": 1
  }
}