Pith Number

pith:RFKTTDNB

pith:2025:RFKTTDNBIQGLYYRO3RDGDWUVVM

not attested not anchored not stored refs pending

DeInfoReg: A Decoupled Learning Framework for Better Training Throughput

Hung-Hsuan Chen, You-Teng Lin, Zih-Hao Huang

arxiv:2506.18193 v2 · 2025-06-22 · cs.LG · cs.AI · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RFKTTDNBIQGLYYRO3RDGDWUVVM}

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.

Receipt and verification

First computed	2026-07-05T11:37:24.096667Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8955398da1440cbc622edc4661da95ab30588c1691998f34d09165fbab004123

Aliases

arxiv: 2506.18193 · arxiv_version: 2506.18193v2 · doi: 10.48550/arxiv.2506.18193 · pith_short_12: RFKTTDNBIQGL · pith_short_16: RFKTTDNBIQGLYYRO · pith_short_8: RFKTTDNB

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/RFKTTDNBIQGLYYRO3RDGDWUVVM \
  | 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: 8955398da1440cbc622edc4661da95ab30588c1691998f34d09165fbab004123

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8cb93895ef5306d4c453e7373c31cf2e665d17c42c8436571ea4899da575ef31",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-22T22:50:06Z",
    "title_canon_sha256": "9312c54355b7f6c1fed68838f6b497f98dfb64c1705ffa47a4d31361e77896ec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.18193",
    "kind": "arxiv",
    "version": 2
  }
}