Pith Number

pith:WM5AXQ6E

pith:2021:WM5AXQ6ETLZOW2GJLP4GXGEB7K

not attested not anchored not stored refs pending

Intermediate Layer Optimization for Inverse Problems using Deep Generative Models

Ajil Jalal, Alexandros G. Dimakis, Giannis Daras, Joseph Dean

arxiv:2102.07364 v1 · 2021-02-15 · 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{WM5AXQ6ETLZOW2GJLP4GXGEB7K}

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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

1 paper in Pith

Diffusion Models for Solving Inverse Problems via Posterior Sampling with Piecewise Guidance

Receipt and verification

First computed	2026-07-05T02:15:15.102001Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b33a0bc3c49af2eb68c95bf86b9881fa8e11df705f55d4660d5b513dd8dd9eb1

Aliases

arxiv: 2102.07364 · arxiv_version: 2102.07364v1 · doi: 10.48550/arxiv.2102.07364 · pith_short_12: WM5AXQ6ETLZO · pith_short_16: WM5AXQ6ETLZOW2GJ · pith_short_8: WM5AXQ6E

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/WM5AXQ6ETLZOW2GJLP4GXGEB7K \
  | 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: b33a0bc3c49af2eb68c95bf86b9881fa8e11df705f55d4660d5b513dd8dd9eb1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9effb80fd5479d6a29a69e2cfc7bb8de42ba9cda7a98d7bdd323e79dee75f1b3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-02-15T06:52:22Z",
    "title_canon_sha256": "20860395f3fc7bbd76e246501302eb4208f79185e8b11f82bea16ef0ae81017c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.07364",
    "kind": "arxiv",
    "version": 1
  }
}