Pith Number

pith:VR2WV6MD

pith:2023:VR2WV6MD3N2JG3YWZN7LLB7JX5

not attested not anchored not stored refs pending

Ambient Diffusion: Learning Clean Distributions from Corrupted Data

Adam Klivans, Alexandros G. Dimakis, Aravind Gollakota, Giannis Daras, Kulin Shah, Yuval Dagan

arxiv:2305.19256 v1 · 2023-05-30 · cs.LG · cs.AI · cs.CV · cs.IT · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VR2WV6MD3N2JG3YWZN7LLB7JX5}

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

Observation-Aligned Mask Priors for Learning Physical Dynamics from Authentic Occlusions

Receipt and verification

First computed	2026-07-05T06:15:40.092054Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ac756af983db74936f16cb7eb587e9bf466b2f606ac313a169e242973cb7f900

Aliases

arxiv: 2305.19256 · arxiv_version: 2305.19256v1 · doi: 10.48550/arxiv.2305.19256 · pith_short_12: VR2WV6MD3N2J · pith_short_16: VR2WV6MD3N2JG3YW · pith_short_8: VR2WV6MD

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/VR2WV6MD3N2JG3YWZN7LLB7JX5 \
  | 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: ac756af983db74936f16cb7eb587e9bf466b2f606ac313a169e242973cb7f900

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "51ba9867f7bdc7745baba85fbdc88af48486cff38d902f89be54e1c7f69e91d6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.IT",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-30T17:43:33Z",
    "title_canon_sha256": "7df3064a46cceea115a27ffaf2d22d4bdb50f9c49d9205d6f5ba173da55ef500"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.19256",
    "kind": "arxiv",
    "version": 1
  }
}