Pith Number

pith:S4FIQEK4

pith:2022:S4FIQEK4U3LW377JVRRPLPVVDL

not attested not anchored not stored refs pending

An Evolutionary Approach to Dynamic Introduction of Tasks in Large-scale Multitask Learning Systems

Andrea Gesmundo, Jeff Dean

arxiv:2205.12755 v6 · 2022-05-25 · cs.LG · cs.AI · cs.CV · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{S4FIQEK4U3LW377JVRRPLPVVDL}

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

Improving Remote Sensing Classification using Topological Data Analysis and Convolutional Neural Networks

Receipt and verification

First computed	2026-07-05T05:16:34.438064Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

970a88115ca6d76dffe9ac62f5beb51ac1e46309c92e106b6cb2bc51205ca6c2

Aliases

arxiv: 2205.12755 · arxiv_version: 2205.12755v6 · doi: 10.48550/arxiv.2205.12755 · pith_short_12: S4FIQEK4U3LW · pith_short_16: S4FIQEK4U3LW377J · pith_short_8: S4FIQEK4

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/S4FIQEK4U3LW377JVRRPLPVVDL \
  | 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: 970a88115ca6d76dffe9ac62f5beb51ac1e46309c92e106b6cb2bc51205ca6c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "199ab95c8e8b4349f7d9d93ceeb590f16fef40d1548afe2bb15615acc60e518c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-05-25T13:10:47Z",
    "title_canon_sha256": "9014ddfed56eec6bdb9a7c30f02746b0eacb2255bf29b160805b3d3a216f1b0b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.12755",
    "kind": "arxiv",
    "version": 6
  }
}