Pith Number

pith:KT3B2YO2

pith:2017:KT3B2YO2R4432Z45WAENRICM72

not attested not anchored not stored refs pending

Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks

R. Srikant, Shiyu Liang, Yixuan Li

arxiv:1706.02690 v5 · 2017-06-08 · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KT3B2YO2R4432Z45WAENRICM72}

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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

27 papers in Pith

Catching Disguised Transients with ASTRANet: Anomaly-Aware Spectroscopic Classification and Conformal Calibration

When Confidence Lacks Concepts: Interpretable OOD Detection via Representation Perturbations

Out-of-Distribution (OOD) Detectors for Open-Set RF Fingerprinting

Dual Feature Decoupling for Fine-Grained OOD Detection

Geometric Measurements of the Axiom of Choice in Neural Proof Embeddings

Receipt and verification

First computed	2026-07-05T01:31:19.179711Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

54f61d61da8f39bd679db008d8a04cfeb483785a21c92dbcad68d4781050143e

Aliases

arxiv: 1706.02690 · arxiv_version: 1706.02690v5 · doi: 10.48550/arxiv.1706.02690 · pith_short_12: KT3B2YO2R443 · pith_short_16: KT3B2YO2R4432Z45 · pith_short_8: KT3B2YO2

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/KT3B2YO2R4432Z45WAENRICM72 \
  | 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: 54f61d61da8f39bd679db008d8a04cfeb483785a21c92dbcad68d4781050143e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8c4bd10e2463c285ed01b3e0f8dc64206f35d98e1f49992db1b3b50b0cf6ae1",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-06-08T17:43:56Z",
    "title_canon_sha256": "049f3e649cc093b4482ce52970e72c6e0e790a8366a5af961dd8770e5d8a70a6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1706.02690",
    "kind": "arxiv",
    "version": 5
  }
}