Pith Number

pith:LIA632FW

pith:2026:LIA632FWNEXBI6VC63DOUQ7L3T

not attested not anchored not stored refs pending

Separating Intrinsic Ambiguity from Estimation Uncertainty in Deep Generative Models for Linear Inverse Problems

Dongrui Deng, Pulkit Grover, Yuxin Guo

arxiv:2605.15050 v1 · 2026-05-14 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LIA632FWNEXBI6VC63DOUQ7L3T}

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	2026-05-17T23:38:54.395759Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a01ede8b6692e147aa2f6c6ea43ebdcf7701a4219e3e80b5a7b15cbfe273c67

Aliases

arxiv: 2605.15050 · arxiv_version: 2605.15050v1 · doi: 10.48550/arxiv.2605.15050 · pith_short_12: LIA632FWNEXB · pith_short_16: LIA632FWNEXBI6VC · pith_short_8: LIA632FW

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/LIA632FWNEXBI6VC63DOUQ7L3T \
  | 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: 5a01ede8b6692e147aa2f6c6ea43ebdcf7701a4219e3e80b5a7b15cbfe273c67

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "904d161278007c942dab4f7d8fe8d8c44a42fb4cc744b87e33365d162cfe017c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-14T16:45:19Z",
    "title_canon_sha256": "2d9376b8ba8557160f5e6e0614f33a2f8b4dca7d8be57babf4bb632c9f4d4d27"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.15050",
    "kind": "arxiv",
    "version": 1
  }
}