Pith Number

pith:2Q3UJD7O

pith:2023:2Q3UJD7O3LXNFFYSDVTM6Y4CR7

not attested not anchored not stored refs pending

DiG-IN: Diffusion Guidance for Investigating Networks -- Uncovering Classifier Differences Neuron Visualisations and Visual Counterfactual Explanations

Matthias Hein, Maximilian Augustin, Yannic Neuhaus

arxiv:2311.17833 v3 · 2023-11-29 · cs.CV · cs.AI · 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{2Q3UJD7O3LXNFFYSDVTM6Y4CR7}

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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

XtrAIn: Training-Guided Occlusion for Feature Attribution

Receipt and verification

First computed	2026-07-05T08:43:07.785469Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d437448feedaeed297121d66cf63828ffec3a95c2f11cd78f2ff86a787f63f04

Aliases

arxiv: 2311.17833 · arxiv_version: 2311.17833v3 · doi: 10.48550/arxiv.2311.17833 · pith_short_12: 2Q3UJD7O3LXN · pith_short_16: 2Q3UJD7O3LXNFFYS · pith_short_8: 2Q3UJD7O

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/2Q3UJD7O3LXNFFYSDVTM6Y4CR7 \
  | 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: d437448feedaeed297121d66cf63828ffec3a95c2f11cd78f2ff86a787f63f04

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cd5a604594a23e94b6abbd63568b8155da11a91d3590109a7b093a24b3f94835",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-11-29T17:35:29Z",
    "title_canon_sha256": "ec7c25041aca6a67dd8b838f6069372a131adc0ef5a3994cf0fd92a3b9e2c7f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.17833",
    "kind": "arxiv",
    "version": 3
  }
}