Pith Number

pith:RSGS7RD2

pith:2021:RSGS7RD25ZYA5DB3KSOFL32NJF

not attested not anchored not stored refs pending

On the Limitations of Multimodal VAEs

Emanuele Palumbo, Imant Daunhawer, Julia E. Vogt, Kieran Chin-Cheong, Thomas M. Sutter

arxiv:2110.04121 v2 · 2021-10-08 · 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{RSGS7RD25ZYA5DB3KSOFL32NJF}

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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

2 papers in Pith

Clearer Sight, Fewer Lies: Oriented Pickup Preference Optimization for Multimodal Hallucination Mitigation

Receipt and verification

First computed	2026-07-05T04:12:28.443015Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8c8d2fc47aee700e8c3b549c55ef4d4960e5a97a7ea10cc3703758261d2383fe

Aliases

arxiv: 2110.04121 · arxiv_version: 2110.04121v2 · doi: 10.48550/arxiv.2110.04121 · pith_short_12: RSGS7RD25ZYA · pith_short_16: RSGS7RD25ZYA5DB3 · pith_short_8: RSGS7RD2

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/RSGS7RD25ZYA5DB3KSOFL32NJF \
  | 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: 8c8d2fc47aee700e8c3b549c55ef4d4960e5a97a7ea10cc3703758261d2383fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c1b0a142a428a7b4e77a3a176b4ea46d84e3f4608107e4da50175d3b1928b42c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-08T13:28:28Z",
    "title_canon_sha256": "6074066a81d90840abebf3ec5060fc2a3ef8680a23558138e96d222186ba4ba5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.04121",
    "kind": "arxiv",
    "version": 2
  }
}