Pith Number

pith:SQQ5L33N

pith:2023:SQQ5L33NF4PZFFHW4ZEXWUWEEV

not attested not anchored not stored refs pending

Sensitivity-Aware Finetuning for Accuracy Recovery on Deep Learning Hardware

Darius Bunandar, Lakshmi Nair

arxiv:2306.03076 v1 · 2023-06-05 · cs.LG · cs.AR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SQQ5L33NF4PZFFHW4ZEXWUWEEV}

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

Quantum Tunneling-Aware Machine Learning: Physics-Derived Noise Models for Robust Deployment

Receipt and verification

First computed	2026-07-05T06:17:34.589463Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9421d5ef6d2f1f9294f6e6497b52c425471dad5449f88c2465422bae612c94cc

Aliases

arxiv: 2306.03076 · arxiv_version: 2306.03076v1 · doi: 10.48550/arxiv.2306.03076 · pith_short_12: SQQ5L33NF4PZ · pith_short_16: SQQ5L33NF4PZFFHW · pith_short_8: SQQ5L33N

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/SQQ5L33NF4PZFFHW4ZEXWUWEEV \
  | 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: 9421d5ef6d2f1f9294f6e6497b52c425471dad5449f88c2465422bae612c94cc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8bee8b58ab401a5ea87e427495c58e79a445c93d2cfe3cc994e0a0b67b99cb8d",
    "cross_cats_sorted": [
      "cs.AR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-05T17:52:44Z",
    "title_canon_sha256": "2acb796ecda59ab0e1190306fc719187fa1aad77c9c2bb8a93839d706495df54"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.03076",
    "kind": "arxiv",
    "version": 1
  }
}