Pith Number

pith:BMAPUZ24

pith:2020:BMAPUZ24HME5LAF5RSNGVCT4PB

not attested not anchored not stored refs pending

Distance-Based Regularisation of Deep Networks for Fine-Tuning

Henry Gouk, Massimiliano Pontil, Timothy M. Hospedales

arxiv:2002.08253 v3 · 2020-02-19 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BMAPUZ24HME5LAF5RSNGVCT4PB}

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

Local LMO: Constrained Gradient Optimization via a Local Linear Minimization Oracle

Receipt and verification

First computed	2026-07-05T02:07:01.511734Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0b00fa675c3b09d580bd8c9a6a8a7c78756e6ed5bde86f2d32ccf2bc506e3c75

Aliases

arxiv: 2002.08253 · arxiv_version: 2002.08253v3 · doi: 10.48550/arxiv.2002.08253 · pith_short_12: BMAPUZ24HME5 · pith_short_16: BMAPUZ24HME5LAF5 · pith_short_8: BMAPUZ24

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/BMAPUZ24HME5LAF5RSNGVCT4PB \
  | 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: 0b00fa675c3b09d580bd8c9a6a8a7c78756e6ed5bde86f2d32ccf2bc506e3c75

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0466802c6074f92d3aaab6a75b7ed2b1691c481f52bc115dc6b854aa22eddc91",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-02-19T16:00:47Z",
    "title_canon_sha256": "af272cf086a7fd1b3e36ab39597f30a6ccfca09c34fd42a8c71d90ba1d96bb9e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.08253",
    "kind": "arxiv",
    "version": 3
  }
}