Pith Number

pith:KE6NQEW6

pith:2021:KE6NQEW6ICJGUYIRXVA3VN646P

not attested not anchored not stored refs pending

Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering

Christopher D. Manning, Li Fei-Fei, Ranjay Krishna, Siddharth Karamcheti

arxiv:2107.02331 v1 · 2021-07-06 · cs.CL · cs.AI · 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{KE6NQEW6ICJGUYIRXVA3VN646P}

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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

ADAptation: Reconstruction-based Unsupervised Active Learning for Breast Ultrasound Diagnosis

Receipt and verification

First computed	2026-07-05T02:55:19.372445Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

513cd812de40926a6111bd41bab7dcf3c2e9b98f5c3e4189b72e99add166f824

Aliases

arxiv: 2107.02331 · arxiv_version: 2107.02331v1 · doi: 10.48550/arxiv.2107.02331 · pith_short_12: KE6NQEW6ICJG · pith_short_16: KE6NQEW6ICJGUYIR · pith_short_8: KE6NQEW6

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/KE6NQEW6ICJGUYIRXVA3VN646P \
  | 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: 513cd812de40926a6111bd41bab7dcf3c2e9b98f5c3e4189b72e99add166f824

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d58cd890b9cf5deb7d38fced5035deb910d5787eb9fc0a74ebb0d9d7b5772d4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-07-06T00:52:11Z",
    "title_canon_sha256": "dff51ab47a89d572bb6adb12a237dcebb9cbe66f61c8288e87cb7f73793f481a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.02331",
    "kind": "arxiv",
    "version": 1
  }
}