Pith Number

pith:FYAOVL35

pith:2025:FYAOVL35M5A6FIX6C3FWKHHOPC

not attested not anchored not stored refs pending

ADG: Ambient Diffusion-Guided Dataset Recovery for Corruption-Robust Offline Reinforcement Learning

Baoxiang Wang, Jiafei Lyu, Jiawei Xu, Rui Yang, Xiu Li, Yunjian Xu, Zeyuan Liu, Zhihe Yang

arxiv:2505.23871 v2 · 2025-05-29 · 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{FYAOVL35M5A6FIX6C3FWKHHOPC}

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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

Ambient Diffusion Omni: Training Good Models with Bad Data

Receipt and verification

First computed	2026-07-05T11:16:08.883634Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2e00eaaf7d6741e2a2fe16cb651cee78857d4f4fd60788d585de7a062c07c580

Aliases

arxiv: 2505.23871 · arxiv_version: 2505.23871v2 · doi: 10.48550/arxiv.2505.23871 · pith_short_12: FYAOVL35M5A6 · pith_short_16: FYAOVL35M5A6FIX6 · pith_short_8: FYAOVL35

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/FYAOVL35M5A6FIX6C3FWKHHOPC \
  | 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: 2e00eaaf7d6741e2a2fe16cb651cee78857d4f4fd60788d585de7a062c07c580

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "65fce189abdd4c62d2686fa9888cb31df483cd6b4a69e4f613c8c870154fe3b2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-29T11:36:41Z",
    "title_canon_sha256": "3df9c2639eac290b1b110608f42eb2ef5462728827c9b378011c5eedf1e63a6b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.23871",
    "kind": "arxiv",
    "version": 2
  }
}