Pith Number

pith:UVVX3MHE

pith:2020:UVVX3MHE46PWYPZSLOGTQ32TXQ

not attested not anchored not stored refs pending

A Survey of Deep Active Learning

Brij B. Gupta, Pengzhen Ren, Po-Yao Huang, Xiaojiang Chen, Xiaojun Chang, Xin Wang, Yun Xiao, Zhihui Li

arxiv:2009.00236 v2 · 2020-08-30 · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{UVVX3MHE46PWYPZSLOGTQ32TXQ}

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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

3 papers in Pith

Learning Where to Simulate: Generative Active Sampling for Online PDE Surrogate Training

Data-Efficient Neural Operator Training via Physics-Based Active Learning

Revisiting Active Sequential Prediction-Powered Mean Estimation

Receipt and verification

First computed	2026-07-05T03:37:38.622366Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a56b7db0e4e79f6c3f325b8d386f53bc33052864d5c173409a4f0309452a1be5

Aliases

arxiv: 2009.00236 · arxiv_version: 2009.00236v2 · doi: 10.48550/arxiv.2009.00236 · pith_short_12: UVVX3MHE46PW · pith_short_16: UVVX3MHE46PWYPZS · pith_short_8: UVVX3MHE

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/UVVX3MHE46PWYPZSLOGTQ32TXQ \
  | 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: a56b7db0e4e79f6c3f325b8d386f53bc33052864d5c173409a4f0309452a1be5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ceaadc6f93aa6d66f611958f05cf25e0faa4102ac6b65375b3347c84969cee0",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-08-30T04:28:31Z",
    "title_canon_sha256": "3e3944220126fc66f23f73b0f698b6a2292a1b636b8b8bf6362c99639f23fa86"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.00236",
    "kind": "arxiv",
    "version": 2
  }
}