Pith Number

pith:GPNEEX6P

pith:2023:GPNEEX6PT4FY3SPQX5QGOATPXE

not attested not anchored not stored refs pending

Modular Deep Learning

Edoardo Maria Ponti, Ivan Vuli\'c, Jonas Pfeiffer, Sebastian Ruder

arxiv:2302.11529 v2 · 2023-02-22 · 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{GPNEEX6PT4FY3SPQX5QGOATPXE}

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

7 papers in Pith

Red-Bandit: Test-Time Adaptation for LLM Red-Teaming via Bandit-Guided LoRA Experts

MoRe: Modular Representations for Principled Continual Representation Learning on Sequential Data

DBES: A Systematic Benchmark and Metric Suite for Evaluating Expert Specialization in Large-Scale MoEs

How Psychological Learning Paradigms Shaped and Constrained Artificial Intelligence

Receipt and verification

First computed	2026-07-05T07:38:08.181842Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33da425fcf9f0b8dc9f0bf6067026fb9303addee9a1315052752067302c460a7

Aliases

arxiv: 2302.11529 · arxiv_version: 2302.11529v2 · doi: 10.48550/arxiv.2302.11529 · pith_short_12: GPNEEX6PT4FY · pith_short_16: GPNEEX6PT4FY3SPQ · pith_short_8: GPNEEX6P

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/GPNEEX6PT4FY3SPQX5QGOATPXE \
  | 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: 33da425fcf9f0b8dc9f0bf6067026fb9303addee9a1315052752067302c460a7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e418f32442ed6d7559b56cc812cc11f0e56ba23db93e047baff757720eb79065",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-22T18:11:25Z",
    "title_canon_sha256": "d30a7db11d05ecb6763a1f97a419f53ad5dff7032e328d7de22b784f2f2c5efd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.11529",
    "kind": "arxiv",
    "version": 2
  }
}