pith. sign in
Pith Number

pith:NMNYBABU

pith:2026:NMNYBABUTQC2LRRRWTTS5EYQAL
not attested not anchored not stored refs pending

Beyond Dark Knowledge: Mixup-Based Distillation for Reliable Predictions

Abdelaziz Bensrhair, Amnir Hadachi, Jos\'e Medina, Paul Honeine

arxiv:2606.12171 v1 · 2026-06-10 · cs.CV · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{NMNYBABUTQC2LRRRWTTS5EYQAL}

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.
Receipt and verification
First computed 2026-06-11T01:10:52.358230Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

6b1b8080349c05a5c631b4e72e931002e58572750cf91ed47d4d667b2bf2ba96

Aliases

arxiv: 2606.12171 · arxiv_version: 2606.12171v1 · doi: 10.48550/arxiv.2606.12171 · pith_short_12: NMNYBABUTQC2 · pith_short_16: NMNYBABUTQC2LRRR · pith_short_8: NMNYBABU
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/NMNYBABUTQC2LRRRWTTS5EYQAL \
  | 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: 6b1b8080349c05a5c631b4e72e931002e58572750cf91ed47d4d667b2bf2ba96
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "19cbce88c1ec7fdb326c75d9f31a0c7d1ab13116c8d5dfaa226e564ecbc0b9c1",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-06-10T14:59:26Z",
    "title_canon_sha256": "be36c2d4a1497fc7879cd06079632c5209549cfedb4bac8fe2dc778025436bfd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.12171",
    "kind": "arxiv",
    "version": 1
  }
}