Pith Number

pith:ECMJ5JBM

pith:2021:ECMJ5JBM2HAKNGZ7PCG73FRMZ7

not attested not anchored not stored refs pending

MEAL: Manifold Embedding-based Active Learning

Deepthi Sreenivasaiah, Johannes Otterbach, Thomas Wollmann

arxiv:2106.11858 v3 · 2021-06-22 · 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{ECMJ5JBM2HAKNGZ7PCG73FRMZ7}

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

1 paper in Pith

Active Learning with Context Sampling and One-vs-Rest Entropy for Semantic Segmentation

Receipt and verification

First computed	2026-07-05T04:02:54.477084Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

20989ea42cd1c0a69b3f788dfd962ccfff0abb0d1675421b77ab736c5de1910f

Aliases

arxiv: 2106.11858 · arxiv_version: 2106.11858v3 · doi: 10.48550/arxiv.2106.11858 · pith_short_12: ECMJ5JBM2HAK · pith_short_16: ECMJ5JBM2HAKNGZ7 · pith_short_8: ECMJ5JBM

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/ECMJ5JBM2HAKNGZ7PCG73FRMZ7 \
  | 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: 20989ea42cd1c0a69b3f788dfd962ccfff0abb0d1675421b77ab736c5de1910f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3f8270ebf9922b2c70024c83b3da120499d6c74eaa70ec955c99ece97f1aeae2",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-06-22T15:22:56Z",
    "title_canon_sha256": "b35f58cd78ebc41ef39a5b7fbd80013c6675e59faf90714928fbcb9a540cf6d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.11858",
    "kind": "arxiv",
    "version": 3
  }
}