Pith Number

pith:RFGC6MXM

pith:2024:RFGC6MXMPJDEMP7VSBMLZCS6MM

not attested not anchored not stored refs pending

Improving Diffusion Inverse Problem Solving with Decoupled Noise Annealing

Anima Anandkumar, Bingliang Zhang, Chenlin Meng, Julius Berner, Wenda Chu, Yang Song

arxiv:2407.01521 v3 · 2024-07-01 · 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{RFGC6MXMPJDEMP7VSBMLZCS6MM}

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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

6 papers in Pith

Principles and Practice of Deep Representation Learning: or a Mathematical Theory of Memory

Unbiased Diffusion Variational Inversion via Principled Posterior Matching

Dual Ascent Diffusion for Inverse Problems

FlowLPS: Langevin-Proximal Sampling for Flow-based Inverse Problem Solvers

Beyond Accuracy: Evaluating Posterior Fidelity of Diffusion Inverse Solvers

Receipt and verification

First computed	2026-07-05T11:54:40.535153Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

894c2f32ec7a46463ff59058bc8a5e631133638fd62176550770f353c3779c0f

Aliases

arxiv: 2407.01521 · arxiv_version: 2407.01521v3 · doi: 10.48550/arxiv.2407.01521 · pith_short_12: RFGC6MXMPJDE · pith_short_16: RFGC6MXMPJDEMP7V · pith_short_8: RFGC6MXM

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/RFGC6MXMPJDEMP7VSBMLZCS6MM \
  | 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: 894c2f32ec7a46463ff59058bc8a5e631133638fd62176550770f353c3779c0f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "31d38fc2b6cb228de927dc79a82c86e3b71c89a21fea851bb8bac2f4ab931c06",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-01T17:59:23Z",
    "title_canon_sha256": "5303bca396e3ee3eac7c3903b953382142484fe4ae111fb98b2841ade57f6259"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.01521",
    "kind": "arxiv",
    "version": 3
  }
}