Pith Number

pith:PWISM2QE

pith:2021:PWISM2QE77CNFFJSW7VAMY52CP

not attested not anchored not stored refs pending

PriorGrad: Improving Conditional Denoising Diffusion Models with Data-Dependent Adaptive Prior

Chaehun Shin, Chang Liu, Heeseung Kim, Qi Meng, Sang-gil Lee, Sungroh Yoon, Tao Qin, Tie-Yan Liu, Wei Chen, Xu Tan

arxiv:2106.06406 v2 · 2021-06-11 · stat.ML · cs.LG · cs.SD · eess.AS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PWISM2QE77CNFFJSW7VAMY52CP}

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

Mechanisms of Multimodal Synchronization: Insights from Decoder-Based Video-Text-to-Speech Synthesis

The two clocks and the innovation window: When and how generative models learn rules

Receipt and verification

First computed	2026-07-05T03:58:16.170620Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7d91266a04ffc4d29532b7ea0663ba13f3c3724f9b5a41ba98aeb2a419780149

Aliases

arxiv: 2106.06406 · arxiv_version: 2106.06406v2 · doi: 10.48550/arxiv.2106.06406 · pith_short_12: PWISM2QE77CN · pith_short_16: PWISM2QE77CNFFJS · pith_short_8: PWISM2QE

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/PWISM2QE77CNFFJSW7VAMY52CP \
  | 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: 7d91266a04ffc4d29532b7ea0663ba13f3c3724f9b5a41ba98aeb2a419780149

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e6d67b1c9bc3286a30f0c0e36027f55da811bf548ac2f380c62569fe60106c29",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-06-11T14:04:03Z",
    "title_canon_sha256": "d8a05ce5e47bf3c3297dd79333645d61d9d4a29c9e2add7bd47455db8092d36d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.06406",
    "kind": "arxiv",
    "version": 2
  }
}