Pith Number

pith:ZNBPP2XB

pith:2024:ZNBPP2XBUFAXQTBBWQL76LAK32

not attested not anchored not stored refs pending

Why does Knowledge Distillation Work? Rethink its Attention and Fidelity Mechanism

Chenqi Guo, Qianli Feng, Shiwei Zhong, Xiaofeng Liu, Yinglong Ma

arxiv:2405.00739 v1 · 2024-04-30 · cs.LG · cs.CV · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZNBPP2XBUFAXQTBBWQL76LAK32}

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	2026-07-05T08:14:25.689500Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cb42f7eae1a141784c21b417ff2c0adea82acc51b0ff292a282b09ffd37333a6

Aliases

arxiv: 2405.00739 · arxiv_version: 2405.00739v1 · doi: 10.48550/arxiv.2405.00739 · pith_short_12: ZNBPP2XBUFAX · pith_short_16: ZNBPP2XBUFAXQTBB · pith_short_8: ZNBPP2XB

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/ZNBPP2XBUFAXQTBBWQL76LAK32 \
  | 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: cb42f7eae1a141784c21b417ff2c0adea82acc51b0ff292a282b09ffd37333a6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "002dc4e975207da9606f0f16e573c85cf3c8fd8934b0aa253e27e26f3606f220",
    "cross_cats_sorted": [
      "cs.CV",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-30T01:12:32Z",
    "title_canon_sha256": "2c38677a9050fc12761e695b9a3232527e84833ab3d30962212d841f94508f8a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.00739",
    "kind": "arxiv",
    "version": 1
  }
}