Pith Number

pith:CEJBJYQE

pith:2023:CEJBJYQEWLPKTHMTH7GWXOGTPG

not attested not anchored not stored refs pending

Improving Knowledge Distillation via Regularizing Feature Norm and Direction

Lechao Cheng, Manni Duan, Shu Kong, Yongheng Wang, Yuzhu Wang, Zunlei Feng

arxiv:2305.17007 v1 · 2023-05-26 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CEJBJYQEWLPKTHMTH7GWXOGTPG}

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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

2 papers in Pith

Learning to Refine Hidden States for Reliable LLM Reasoning

Dual-Head Knowledge Distillation: Enhancing Logits Utilization with an Auxiliary Head

Receipt and verification

First computed	2026-07-05T06:14:19.994522Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

111214e204b2dea99d933fcd6bb8d379b929abf88f7892b5d30fbb3cc057a097

Aliases

arxiv: 2305.17007 · arxiv_version: 2305.17007v1 · doi: 10.48550/arxiv.2305.17007 · pith_short_12: CEJBJYQEWLPK · pith_short_16: CEJBJYQEWLPKTHMT · pith_short_8: CEJBJYQE

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/CEJBJYQEWLPKTHMTH7GWXOGTPG \
  | 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: 111214e204b2dea99d933fcd6bb8d379b929abf88f7892b5d30fbb3cc057a097

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3ea33c2664a9592fd1fb689a9606b37ec4dd71f11f17e6286e4e94d85b6f4525",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-05-26T15:05:19Z",
    "title_canon_sha256": "024549d04baccba4b0fc9cb7c1d5d05118396ae8859c77053d8b398968a6666e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.17007",
    "kind": "arxiv",
    "version": 1
  }
}