Pith Number

pith:63LFR3DS

pith:2024:63LFR3DSWOBRZMAG3A46WNHIAA

not attested not anchored not stored refs pending

Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization

Christos Tzelepis, Grigorios G. Chrysos, Ioannis Patras, James Oldfield, Jiankang Deng, Markos Georgopoulos, Mihalis A. Nicolaou, Yannis Panagakis

arxiv:2402.12550 v4 · 2024-02-19 · cs.CV · 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{63LFR3DSWOBRZMAG3A46WNHIAA}

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

SciGPT: A Large Language Model for Scientific Literature Understanding and Knowledge Discovery

Receipt and verification

First computed	2026-07-05T09:21:41.688237Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f6d658ec72b3831cb006d839eb34e8002c8bfa0c98da76c29372ba5645a5f818

Aliases

arxiv: 2402.12550 · arxiv_version: 2402.12550v4 · doi: 10.48550/arxiv.2402.12550 · pith_short_12: 63LFR3DSWOBR · pith_short_16: 63LFR3DSWOBRZMAG · pith_short_8: 63LFR3DS

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/63LFR3DSWOBRZMAG3A46WNHIAA \
  | 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: f6d658ec72b3831cb006d839eb34e8002c8bfa0c98da76c29372ba5645a5f818

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f1aa9abbf23736aef03e0d3a1b67cab3d3916ca573e68fc71e36f613defa1028",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-02-19T21:20:22Z",
    "title_canon_sha256": "6bde6abe6262db1a3b762829f682b43fdc5f22a09cf48c516cf91249c3eb23e3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.12550",
    "kind": "arxiv",
    "version": 4
  }
}