Pith Number

pith:77KBCO4K

pith:2025:77KBCO4KMTWOETGKUTJDOORKVE

not attested not anchored not stored refs pending

Filter Images First, Generate Instructions Later: Pre-Instruction Data Selection for Visual Instruction Tuning

Bardia Safaei, Faizan Siddiqui, Jiacong Xu, Shao-Yuan Lo, Vishal M. Patel

arxiv:2503.07591 v2 · 2025-03-10 · cs.CV · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{77KBCO4KMTWOETGKUTJDOORKVE}

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

2 papers in Pith

Seeing Before Reasoning: Decoupling Perception and Reasoning for Shortcut-Resilient Multimodal On-Policy Self-Distillation

Once-For-All: A Train-Once and Select-Anytime Framework for Multimodal Instruction Tuning

Receipt and verification

First computed	2026-07-05T10:44:43.460999Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ffd4113b8a64ece24ccaa4d2373a2aa9025fd19251c7027fff65624862eb395f

Aliases

arxiv: 2503.07591 · arxiv_version: 2503.07591v2 · doi: 10.48550/arxiv.2503.07591 · pith_short_12: 77KBCO4KMTWO · pith_short_16: 77KBCO4KMTWOETGK · pith_short_8: 77KBCO4K

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/77KBCO4KMTWOETGKUTJDOORKVE \
  | 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: ffd4113b8a64ece24ccaa4d2373a2aa9025fd19251c7027fff65624862eb395f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "85c3f086529a9a1bfa1c55672dc2468419fc3a91f15c15f7c98bdb5f2ad9b461",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-10T17:55:11Z",
    "title_canon_sha256": "c8129fe1982628ac29c424eed9eac95662383e183ce8dd2d29d537da53a94e8a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.07591",
    "kind": "arxiv",
    "version": 2
  }
}