Pith Number

pith:VR3BKATR

pith:2018:VR3BKATREAS4MEOMIKEBGH33Y2

not attested not anchored not stored refs pending

Adversarial Active Learning for Deep Networks: a Margin Based Approach

Frederic Precioso, Melanie Ducoffe

arxiv:1802.09841 v1 · 2018-02-27 · cs.LG · cs.CV · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VR3BKATREAS4MEOMIKEBGH33Y2}

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.

Cited by

5 papers in Pith

Multimodal Distribution Matching for Vision-Language Dataset Distillation

Discriminative Active Learning

ALDEN: Boosting Private Data Extraction from Retrieval-Augmented Generation Systems via Active Learning and Distribution Estimation

ADAM: A Systematic Data Extraction Attack on Agent Memory via Adaptive Querying

Revisiting Active Sequential Prediction-Powered Mean Estimation

Receipt and verification

First computed	2026-05-18T00:22:22.049404Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ac761502712025c611cc4288131f7bc6bc10eab3ac994e49b28a49f25ce96f26

Aliases

arxiv: 1802.09841 · arxiv_version: 1802.09841v1 · doi: 10.48550/arxiv.1802.09841 · pith_short_12: VR3BKATREAS4 · pith_short_16: VR3BKATREAS4MEOM · pith_short_8: VR3BKATR

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/VR3BKATREAS4MEOMIKEBGH33Y2 \
  | 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: ac761502712025c611cc4288131f7bc6bc10eab3ac994e49b28a49f25ce96f26

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9d6429b7a72c729d1ed4954610a1aafc239b4a9de8d0eec13832fae59e52179b",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-02-27T12:02:33Z",
    "title_canon_sha256": "f3380ea5005667b7fa919ef4b778b987e824341949f327b5b0b5ef193b469a92"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.09841",
    "kind": "arxiv",
    "version": 1
  }
}