Pith Number

pith:GQXXCELS

pith:2024:GQXXCELSV6XQ3KKILVSG2QLED2

not attested not anchored not stored refs pending

Dynamic Temperature Knowledge Distillation

Yu Bai, Yukang Wei

arxiv:2404.12711 v1 · 2024-04-19 · cs.LG · cs.AI · 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{GQXXCELSV6XQ3KKILVSG2QLED2}

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

3 papers in Pith

Contribution Weights: A Geometrical Analysis of Self-Attention Transformers

Internalize the Temperature: On-Policy Self-Distillation as Policy Reheater for Reinforcement Learning

Consistently Informative Soft-Label Temperature for Knowledge Distillation

Receipt and verification

First computed	2026-07-05T08:09:58.001613Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

342f711172afaf0da9485d646d41641e81c8f0674220502c0839435b8ba0c040

Aliases

arxiv: 2404.12711 · arxiv_version: 2404.12711v1 · doi: 10.48550/arxiv.2404.12711 · pith_short_12: GQXXCELSV6XQ · pith_short_16: GQXXCELSV6XQ3KKI · pith_short_8: GQXXCELS

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/GQXXCELSV6XQ3KKILVSG2QLED2 \
  | 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: 342f711172afaf0da9485d646d41641e81c8f0674220502c0839435b8ba0c040

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f5ae79e39c51febaf398807b2b51b7240fc2bf1e458064104f9f1993bbe9c59",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-19T08:40:52Z",
    "title_canon_sha256": "8c0ff3eabb4ac45c7b7ce3502a8b239127797afdcd4d078709d534ef0cc06f49"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.12711",
    "kind": "arxiv",
    "version": 1
  }
}