Pith Number

pith:JKWN27PU

pith:2023:JKWN27PUYHDSK4I3TJC2SJRNEM

not attested not anchored not stored refs pending

Deep Active Learning with Contrastive Learning Under Realistic Data Pool Assumptions

Jeonghyeon Kim, Jihyo Kim, Sangheum Hwang

arxiv:2303.14433 v1 · 2023-03-25 · 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{JKWN27PUYHDSK4I3TJC2SJRNEM}

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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

1 paper in Pith

Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation

Receipt and verification

First computed	2026-07-05T05:54:41.608212Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4aacdd7df4c1c725711b9a45a9262d230b4b45afe3332211d26d5b9538910aa5

Aliases

arxiv: 2303.14433 · arxiv_version: 2303.14433v1 · doi: 10.48550/arxiv.2303.14433 · pith_short_12: JKWN27PUYHDS · pith_short_16: JKWN27PUYHDSK4I3 · pith_short_8: JKWN27PU

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/JKWN27PUYHDSK4I3TJC2SJRNEM \
  | 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: 4aacdd7df4c1c725711b9a45a9262d230b4b45afe3332211d26d5b9538910aa5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eca8eff526260d61db81ca319946a152f89529f8d8891a145274a5fd5be7b3e6",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-03-25T10:46:10Z",
    "title_canon_sha256": "535c0f5e600ab8d446137372263ded055b54934d4f9405e26b8d88b1d964b7c1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.14433",
    "kind": "arxiv",
    "version": 1
  }
}