Pith Number

pith:JVTVVDJM

pith:2025:JVTVVDJM3ZNWI5SQNCE74YM4FQ

not attested not anchored not stored refs pending

DUAL: Dynamic Uncertainty-Aware Learning

Bei Peng, Feng Liu, Guangliang Cheng, Jiahao Qin, Lu Zong

arxiv:2506.03158 v1 · 2025-05-21 · cs.LG · 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{JVTVVDJM3ZNWI5SQNCE74YM4FQ}

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	2026-07-05T11:15:22.217435Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4d675a8d2cde5b6476506889fe619c2c2385df046280e769f5f9a3fd611fc30d

Aliases

arxiv: 2506.03158 · arxiv_version: 2506.03158v1 · doi: 10.48550/arxiv.2506.03158 · pith_short_12: JVTVVDJM3ZNW · pith_short_16: JVTVVDJM3ZNWI5SQ · pith_short_8: JVTVVDJM

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/JVTVVDJM3ZNWI5SQNCE74YM4FQ \
  | 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: 4d675a8d2cde5b6476506889fe619c2c2385df046280e769f5f9a3fd611fc30d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f5844f86a3a298953ffe336a8e85b4090cf1aa228737ce3880962efa6e426c9e",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-21T18:50:15Z",
    "title_canon_sha256": "7d6ea9f6eecdfb6093b84932326cc859d5456221c140f19689b625b512dc76cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.03158",
    "kind": "arxiv",
    "version": 1
  }
}