Pith Number

pith:NVRNHUL2

pith:2023:NVRNHUL2ILIML65FBBVIBT7PJM

not attested not anchored not stored refs pending

Input Perturbation Reduces Exposure Bias in Diffusion Models

Angelo Porrello, Enver Sangineto, Mang Ning, Rita Cucchiara, Simone Calderara

arxiv:2301.11706 v3 · 2023-01-27 · cs.LG · cs.AI · 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{NVRNHUL2ILIML65FBBVIBT7PJM}

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

2 papers in Pith

The Reward Was in Your Data All Along: Correcting Flow Matching with Discriminator-Guided RL

A Cold Diffusion Approach for Percussive Dereverberation

Receipt and verification

First computed	2026-07-05T06:21:58.523772Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6d62d3d17a42d0c5fba5086a80cfef4b1aa5b1deaf5f7f906f27ab2aeb0ac8b2

Aliases

arxiv: 2301.11706 · arxiv_version: 2301.11706v3 · doi: 10.48550/arxiv.2301.11706 · pith_short_12: NVRNHUL2ILIM · pith_short_16: NVRNHUL2ILIML65F · pith_short_8: NVRNHUL2

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/NVRNHUL2ILIML65FBBVIBT7PJM \
  | 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: 6d62d3d17a42d0c5fba5086a80cfef4b1aa5b1deaf5f7f906f27ab2aeb0ac8b2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4855cc802830a24e77efbba21f515e39b6fefe17aaf0fcef01686aba2a90cb2f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-27T13:34:54Z",
    "title_canon_sha256": "64501902e7f161e43b32e8c9772305be827e922789ffcca96c5081db165a2027"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.11706",
    "kind": "arxiv",
    "version": 3
  }
}