Pith Number

pith:FDA3KLXC

pith:2018:FDA3KLXC2X2KNPUIHECADPT4ER

not attested not anchored not stored refs pending

Improving Reconstruction Autoencoder Out-of-distribution Detection with Mahalanobis Distance

Buu Phan, Krzysztof Czarnecki, Rick Salay, Sachin Vernekar, Taylor Denouden, Vahdat Abdelzad

arxiv:1812.02765 v1 · 2018-12-06 · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{FDA3KLXC2X2KNPUIHECADPT4ER}

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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

5 papers in Pith

Rethinking Jailbreak Detection of Large Vision Language Models with Representational Contrastive Scoring

Unifying Runtime Monitoring Approaches for Safety-Critical Machine Learning: Application to Vision-Based Landing

Beyond Penalization: Diffusion-based Out-of-Distribution Detection and Selective Regularization in Offline Reinforcement Learning

HEDP: A Hybrid Energy-Distance Prompt-based Framework for Domain Incremental Learning

VOLTA: The Surprising Ineffectiveness of Auxiliary Losses for Calibrated Deep Learning

Receipt and verification

First computed	2026-05-17T23:58:51.920472Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

28c1b52ee2d5f4a6be88390401be7c244390dedaacc3914c91a752f343914109

Aliases

arxiv: 1812.02765 · arxiv_version: 1812.02765v1 · doi: 10.48550/arxiv.1812.02765 · pith_short_12: FDA3KLXC2X2K · pith_short_16: FDA3KLXC2X2KNPUI · pith_short_8: FDA3KLXC

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/FDA3KLXC2X2KNPUIHECADPT4ER \
  | 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: 28c1b52ee2d5f4a6be88390401be7c244390dedaacc3914c91a752f343914109

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "81f8b9e6117a7acf7d3ef1d7053b40cb60e0ea96ed65fb2a734fce5d23ccd605",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-12-06T19:34:30Z",
    "title_canon_sha256": "ed696df7cd5de3076f29fd9d7a502644456a75fda3a34313e6d474099d0eb230"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.02765",
    "kind": "arxiv",
    "version": 1
  }
}