Pith Number

pith:MNDM4FE6

pith:2024:MNDM4FE6YI4TQYDAFLM4TDHVJ6

not attested not anchored not stored refs pending

Imitating from auxiliary imperfect demonstrations via Adversarial Density Weighted Regression

Donglin Wang, Jingzehua Xu, Shuai Zhang, Yiyuan Yang, Yubo Huang, Zifeng Zhuang, Ziqi Zhang

arxiv:2405.20351 v3 · 2024-05-28 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MNDM4FE6YI4TQYDAFLM4TDHVJ6}

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	2026-07-05T09:59:47.846232Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6346ce149ec2393860602ad9c98cf54fb2753d6390f3209e65906d671b800991

Aliases

arxiv: 2405.20351 · arxiv_version: 2405.20351v3 · doi: 10.48550/arxiv.2405.20351 · pith_short_12: MNDM4FE6YI4T · pith_short_16: MNDM4FE6YI4TQYDA · pith_short_8: MNDM4FE6

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/MNDM4FE6YI4TQYDAFLM4TDHVJ6 \
  | 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: 6346ce149ec2393860602ad9c98cf54fb2753d6390f3209e65906d671b800991

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "229c6bd96c8fa026377a7679401ac60a8e029891333a0dc0cc47aaa3e6517233",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-28T06:59:16Z",
    "title_canon_sha256": "c44a66331abea76a1d5b0f0ee081c605accbeb38dfa6793509e9e95c1343c43c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.20351",
    "kind": "arxiv",
    "version": 3
  }
}