Pith Number

pith:DEVMFYWO

pith:2025:DEVMFYWOMCPLISS2NUZQ2MFB7O

not attested not anchored not stored refs pending

Adaptive Few-Shot Learning (AFSL): Tackling Data Scarcity with Stability, Robustness, and Versatility

Rishabh Agrawal

arxiv:2501.13479 v1 · 2025-01-23 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DEVMFYWOMCPLISS2NUZQ2MFB7O}

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	2026-07-05T10:04:29.279615Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

192ac2e2ce609eb44a5a6d330d30a1fb931e9b8201c92bd4f558d81dda4d49ff

Aliases

arxiv: 2501.13479 · arxiv_version: 2501.13479v1 · doi: 10.48550/arxiv.2501.13479 · pith_short_12: DEVMFYWOMCPL · pith_short_16: DEVMFYWOMCPLISS2 · pith_short_8: DEVMFYWO

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/DEVMFYWOMCPLISS2NUZQ2MFB7O \
  | 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: 192ac2e2ce609eb44a5a6d330d30a1fb931e9b8201c92bd4f558d81dda4d49ff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "78d0be237b01320f0b2e065433910f0b8552b2d9e0169d6cdf8cce87374bd790",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-23T08:51:49Z",
    "title_canon_sha256": "b0c3e5ca51338b571cadb8ef7e873c031d15ef25956e3574098c68f3ce42659a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.13479",
    "kind": "arxiv",
    "version": 1
  }
}