Pith Number

pith:2HCJHFGN

pith:2024:2HCJHFGNBKSMLXVHAFL2U73U7R

not attested not anchored not stored refs pending

Negative Token Merging: Image-based Adversarial Feature Guidance

Jaskirat Singh, Liang Zheng, Lindsey Li, Luke Zettlemoyer, Michael F. Cohen, Pang Wei Koh, Ranjay Krishna, Stephen Gould, Weijia Shi, Yejin Choi

arxiv:2412.01339 v2 · 2024-12-02 · cs.CV · cs.AI · cs.GR · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2HCJHFGNBKSMLXVHAFL2U73U7R}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

It's Never Too Late: Noise Optimization for Collapse Recovery in Trained Diffusion Models

Receipt and verification

First computed	2026-07-05T09:44:55.215456Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d1c49394cd0aa4c5dea70157aa7f74fc7a91bcec5a9049812a7755fe9dcbd498

Aliases

arxiv: 2412.01339 · arxiv_version: 2412.01339v2 · doi: 10.48550/arxiv.2412.01339 · pith_short_12: 2HCJHFGNBKSM · pith_short_16: 2HCJHFGNBKSMLXVH · pith_short_8: 2HCJHFGN

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/2HCJHFGNBKSMLXVHAFL2U73U7R \
  | 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: d1c49394cd0aa4c5dea70157aa7f74fc7a91bcec5a9049812a7755fe9dcbd498

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9cfe1ffb1dcf4aa7a4bc7d3ce87f450639dc9d395228d5bce9f2ca784abfc77c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.GR",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-02T10:06:57Z",
    "title_canon_sha256": "ee990b6bf6afe08bb3c190476f47e6ffebefefb523ae89a7a320a8f2ff5ce259"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.01339",
    "kind": "arxiv",
    "version": 2
  }
}