Pith Number

pith:RNNTZ6FK

pith:2024:RNNTZ6FKU7EBWHOQ2YVNHGV5YW

not attested not anchored not stored refs pending

Influence Functions for Scalable Data Attribution in Diffusion Models

Alexander Immer, Bruno Mlodozeniec, David Krueger, Juhan Bae, Richard Turner, Runa Eschenhagen

arxiv:2410.13850 v5 · 2024-10-17 · cs.LG · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RNNTZ6FKU7EBWHOQ2YVNHGV5YW}

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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

3 papers in Pith

DMin: Scalable Training Data Influence Estimation for Diffusion Models

On the Fragility of Data Attribution When Learning Is Distributed

The Amazing Stability of Flow Matching

Receipt and verification

First computed	2026-07-05T11:09:01.794987Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b5b3cf8aaa7c81b1dd0d62ad39abdc5b2b830533c7698fc935a6cc8e0ab0c6a

Aliases

arxiv: 2410.13850 · arxiv_version: 2410.13850v5 · doi: 10.48550/arxiv.2410.13850 · pith_short_12: RNNTZ6FKU7EB · pith_short_16: RNNTZ6FKU7EBWHOQ · pith_short_8: RNNTZ6FK

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/RNNTZ6FKU7EBWHOQ2YVNHGV5YW \
  | 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: 8b5b3cf8aaa7c81b1dd0d62ad39abdc5b2b830533c7698fc935a6cc8e0ab0c6a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "97c615af68966df11047cb794efe2509aedc15e4f8fdc9a7464b69581b495b9b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-17T17:59:02Z",
    "title_canon_sha256": "3ff47f2cdc8c786b04e3af95efe13c0818b93eb4fad17fb0fc64be8fa07ce48f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.13850",
    "kind": "arxiv",
    "version": 5
  }
}