Pith Number

pith:O3KYTM2P

pith:2025:O3KYTM2PE32ROEQUSKOZ4CLMTH

not attested not anchored not stored refs pending

Self-Correcting Decoding with Generative Feedback for Mitigating Hallucinations in Large Vision-Language Models

Ce Zhang, Deva Ramanan, Katia Sycara, Louis-Philippe Morency, Martin Q. Ma, Russ Salakhutdinov, Simon Stepputtis, Yaqi Xie, Zhehan Kan, Zifu Wan

arxiv:2502.06130 v2 · 2025-02-10 · cs.CV · 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{O3KYTM2PE32ROEQUSKOZ4CLMTH}

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

7 papers in Pith

Dismantling Pathological Shortcuts: A Causal Framework for Faithful LVLM Decoding

ADAPT: Attention Dynamics Alignment with Preference Tuning for Faithful MLLMs

Uncertainty-Aware Exploratory Direct Preference Optimization for Multimodal Large Language Models

Hallucination of Multimodal Large Language Models: A Survey

Decoding by Perturbation: Mitigating MLLM Hallucinations via Dynamic Textual Perturbation

Receipt and verification

First computed	2026-07-05T12:07:58.352749Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

76d589b34f26f5171214929d9e096c99d8b9715ab69ec318c7ae3ce35aa13305

Aliases

arxiv: 2502.06130 · arxiv_version: 2502.06130v2 · doi: 10.48550/arxiv.2502.06130 · pith_short_12: O3KYTM2PE32R · pith_short_16: O3KYTM2PE32ROEQU · pith_short_8: O3KYTM2P

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/O3KYTM2PE32ROEQUSKOZ4CLMTH \
  | 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: 76d589b34f26f5171214929d9e096c99d8b9715ab69ec318c7ae3ce35aa13305

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6881a414d937c5749118dfe788d79c928c89c4fcd2bfc3bf8fe24eb5e6a0aac1",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-02-10T03:43:55Z",
    "title_canon_sha256": "f4822e30c4059ebcc11532992bef15b61173200973f7097be8d855c028f37061"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06130",
    "kind": "arxiv",
    "version": 2
  }
}