Pith Number

pith:XT2HZG26

pith:2024:XT2HZG2662POPPAK5V7V4EVRHQ

not attested not anchored not stored refs pending

MLLM-LLaVA-FL: Multimodal Large Language Model Assisted Federated Learning

Ang Li, Hai Li, Haiming Wang, Hao Frank Yang, Jianyi Zhang, Pu Wang, Xin Guo, Yiran Chen

arxiv:2409.06067 v2 · 2024-09-09 · cs.AI · cs.CL · 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{XT2HZG2662POPPAK5V7V4EVRHQ}

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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

1 paper in Pith

Improving Alignment in LVLMs with Debiased Self-Judgment

Receipt and verification

First computed	2026-07-05T09:42:29.925127Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bcf47c9b5ef69ee7bc0aed7f5e12b13c02799efb86ca9a16a9ad2d443dd8d8ac

Aliases

arxiv: 2409.06067 · arxiv_version: 2409.06067v2 · doi: 10.48550/arxiv.2409.06067 · pith_short_12: XT2HZG2662PO · pith_short_16: XT2HZG2662POPPAK · pith_short_8: XT2HZG26

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/XT2HZG2662POPPAK5V7V4EVRHQ \
  | 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: bcf47c9b5ef69ee7bc0aed7f5e12b13c02799efb86ca9a16a9ad2d443dd8d8ac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0557f7097cb934a71e5dbf5eca40b7e3f354c3df72df266128fb0d5bd3840cd2",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-09-09T21:04:16Z",
    "title_canon_sha256": "c63c1a0b467ef3cf4d64c83cfe9f826b332b2412f3e1dd1638568393a243a097"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.06067",
    "kind": "arxiv",
    "version": 2
  }
}