Pith Number

pith:QQ3JFVC6

pith:2024:QQ3JFVC6ORUKNXMOTZVUIEYSFW

not attested not anchored not stored refs pending

Revisiting Active Learning in the Era of Vision Foundation Models

Jeffrey J. Nirschl, Josiah Aklilu, Sanket Rajan Gupte, Serena Yeung-Levy

arxiv:2401.14555 v2 · 2024-01-25 · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QQ3JFVC6ORUKNXMOTZVUIEYSFW}

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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

2 papers in Pith

Active Learning with Foundation Model Priors: Efficient Learning under Class Imbalance

Retrieval-Augmented Personalization with Foundation Models for Wearable Stress Detection

Receipt and verification

First computed	2026-07-05T08:36:21.877343Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

843692d45e7468a6dd8e9e6b4413122d8ff9488290fbc031a9dc23191be30450

Aliases

arxiv: 2401.14555 · arxiv_version: 2401.14555v2 · doi: 10.48550/arxiv.2401.14555 · pith_short_12: QQ3JFVC6ORUK · pith_short_16: QQ3JFVC6ORUKNXMO · pith_short_8: QQ3JFVC6

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/QQ3JFVC6ORUKNXMOTZVUIEYSFW \
  | 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: 843692d45e7468a6dd8e9e6b4413122d8ff9488290fbc031a9dc23191be30450

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c071be846a1c5e3b421c7c9f9d89687481266845d01cc0506ac3d6866ae071ee",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-01-25T22:50:39Z",
    "title_canon_sha256": "d79a142b900db6b3440dc89444352589cd2561702833432d2a5a5cabcfe0204a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.14555",
    "kind": "arxiv",
    "version": 2
  }
}