Pith Number

pith:CK6ANY7M

pith:2024:CK6ANY7MSAXQHHOIHDVO6DWJXP

not attested not anchored not stored refs pending

Reducing Hallucinations in Vision-Language Models via Latent Space Steering

Haotian Ye, James Zou, Lei Xing, Sheng Liu

arxiv:2410.15778 v2 · 2024-10-21 · cs.CV · cs.AI · cs.LG · cs.MM

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\usepackage{pith}
\pithnumber{CK6ANY7MSAXQHHOIHDVO6DWJXP}

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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

Making Multimodal LLMs Reliable Chart Data Extractors: A Benchmark and Training Framework

Prefill-Time Intervention for Mitigating Hallucination in Large Vision-Language Models

Causal Probing for Internal Visual Representations in Multimodal Large Language Models

When Prompts Override Vision: Prompt-Induced Hallucinations in LVLMs

Mitigating Hallucinations in Large Vision-Language Models without Performance Degradation

Receipt and verification

First computed	2026-07-05T09:24:01.489853Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

12bc06e3ec902f039dc838eaef0ec9bbe6e81c4b45bae6325996b3b71acc5976

Aliases

arxiv: 2410.15778 · arxiv_version: 2410.15778v2 · doi: 10.48550/arxiv.2410.15778 · pith_short_12: CK6ANY7MSAXQ · pith_short_16: CK6ANY7MSAXQHHOI · pith_short_8: CK6ANY7M

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/CK6ANY7MSAXQHHOIHDVO6DWJXP \
  | 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: 12bc06e3ec902f039dc838eaef0ec9bbe6e81c4b45bae6325996b3b71acc5976

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cb103726e4ddbc9a977f9b62040b93bd0d61dd68b087691e0ee6b694cd06b310",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.MM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-21T08:42:30Z",
    "title_canon_sha256": "6ef368b469f5dafa931787a3d65ed6cd244a701563bbbe9bfb5825f40d6e2ff9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.15778",
    "kind": "arxiv",
    "version": 2
  }
}