Pith Number

pith:AQSYIM3J

pith:2025:AQSYIM3JF3ODVDTNZYIDIEJMQJ

not attested not anchored not stored refs pending

Corrupted but Not Broken: Understanding and Mitigating the Negative Impacts of Corrupted Data in Visual Instruction Tuning

Bo Han, Hansi Yang, James T. Kwok, Kai Chen, Lanqing Hong, Qun Liu, Yihan Zeng, Yunhao Gou, Yu Zhang, Zhenguo Li, Zhili Liu

arxiv:2502.12635 v3 · 2025-02-18 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AQSYIM3JF3ODVDTNZYIDIEJMQJ}

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

ECCV 2024 W-CODA: 1st Workshop on Multimodal Perception and Comprehension of Corner Cases in Autonomous Driving

Receipt and verification

First computed	2026-07-05T11:10:05.051241Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

04258433692edc3a8e6dce1034112c82626dbd6088028fa118db774711a5becb

Aliases

arxiv: 2502.12635 · arxiv_version: 2502.12635v3 · doi: 10.48550/arxiv.2502.12635 · pith_short_12: AQSYIM3JF3OD · pith_short_16: AQSYIM3JF3ODVDTN · pith_short_8: AQSYIM3J

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/AQSYIM3JF3ODVDTNZYIDIEJMQJ \
  | 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: 04258433692edc3a8e6dce1034112c82626dbd6088028fa118db774711a5becb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae9d3b50f0ee70372bdb1636d0c13b6b43707b4ad3eac18a3c5da00796574df0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-02-18T08:28:29Z",
    "title_canon_sha256": "51f5c7b738d705749fd33e64dccc2ec047fbeac437149bfb0575963cfb99314b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.12635",
    "kind": "arxiv",
    "version": 3
  }
}