Pith Number

pith:RF5KGCS4

pith:2024:RF5KGCS47YOED7UO4P2JPFOZES

not attested not anchored not stored refs pending

Machine Unlearning in Generative AI: A Survey

Guangyao Dou, Meng Jiang, Yijun Tian, Zhaoxuan Tan, Zheyuan Liu

arxiv:2407.20516 v1 · 2024-07-30 · cs.LG · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RF5KGCS47YOED7UO4P2JPFOZES}

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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

7 papers in Pith

Multimodal Unlearning Across Vision, Language, Video, and Audio: Survey of Methods, Datasets, and Benchmarks

Teaching Large Language Models When Not to Know: Learning Temporal Critique for Ex-Ante Reasoning

Forget-It-All: Multi-Concept Machine Unlearning via Concept-Aware Neuron Masking

SafeDiffusion-R1: Online Reward Steering for Safe Diffusion Post-Training

Towards Reliable Forgetting: A Survey on Machine Unlearning Verification

Receipt and verification

First computed	2026-07-05T08:49:59.361514Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

897aa30a5cfe1c41fe8ee3f49795d924bf0a0019b8a5ac624da35ecf974463d4

Aliases

arxiv: 2407.20516 · arxiv_version: 2407.20516v1 · doi: 10.48550/arxiv.2407.20516 · pith_short_12: RF5KGCS47YOE · pith_short_16: RF5KGCS47YOED7UO · pith_short_8: RF5KGCS4

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/RF5KGCS47YOED7UO4P2JPFOZES \
  | 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: 897aa30a5cfe1c41fe8ee3f49795d924bf0a0019b8a5ac624da35ecf974463d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "169b2cf4a14ded7f5dd5e5331f6939c5cfee82e072df12fbe04b23b15442a040",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-30T03:26:09Z",
    "title_canon_sha256": "726ced3907f552edc01eef0cbfe275caf10747c644cda082ae216124c1e3153a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.20516",
    "kind": "arxiv",
    "version": 1
  }
}