Pith Number

pith:76XBXTV7

pith:2022:76XBXTV76Y4RN3AJ4BKGKBBKLZ

not attested not anchored not stored refs pending

Foundations and Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions

Amir Zadeh, Louis-Philippe Morency, Paul Pu Liang

arxiv:2209.03430 v2 · 2022-09-07 · cs.LG · cs.AI · cs.CL · cs.CV · cs.MM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{76XBXTV76Y4RN3AJ4BKGKBBKLZ}

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

4 papers in Pith

Hyperbolic and Evidence-Prioritized Experts for Large Vision-Language Models

Sheaf-Laplacian Obstruction and Projection Hardness for Cross-Modal Compatibility on a Modality-Independent Site

Purify-then-Align: Towards Robust Human Sensing under Modality Missing with Knowledge Distillation from Noisy Multimodal Teacher

CPGRec+: A Balance-oriented Framework for Personalized Video Game Recommendations

Receipt and verification

First computed	2026-07-05T05:43:15.056721Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ffae1bcebff63916ec09e05465042a5e5d0e214680454ed0f7631b99bba6802f

Aliases

arxiv: 2209.03430 · arxiv_version: 2209.03430v2 · doi: 10.48550/arxiv.2209.03430 · pith_short_12: 76XBXTV76Y4R · pith_short_16: 76XBXTV76Y4RN3AJ · pith_short_8: 76XBXTV7

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/76XBXTV76Y4RN3AJ4BKGKBBKLZ \
  | 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: ffae1bcebff63916ec09e05465042a5e5d0e214680454ed0f7631b99bba6802f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f89e74d1e972d4f97486b941cf55a463f346db4db64e80ac6d28aeb5eb5afc2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CV",
      "cs.MM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-07T19:21:19Z",
    "title_canon_sha256": "3fdd27ffe2687286de3a2ecf4a29d196c19de447e78d7b2dbe61f7dffd71b57b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.03430",
    "kind": "arxiv",
    "version": 2
  }
}