Pith Number

pith:333KXOOJ

pith:2024:333KXOOJSJVZ5CKBPYFCF72FFH

not attested not anchored not stored refs pending

Exploring Training on Heterogeneous Data with Mixture of Low-rank Adapters

Haolin Li, Jiangchao Yao, Siyuan Du, Yanfeng Wang, Ya Zhang, Yuhang Zhou, Zihua Zhao

arxiv:2406.09679 v1 · 2024-06-14 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{333KXOOJSJVZ5CKBPYFCF72FFH}

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

GeMoE: Gating Entropy is All You Need for Uncertainty-aware Adaptive Routing in MoE-based Large Vision-Language Models

Towards Unified Multi-task EEG Analysis with Low-Rank Adaptation

Receipt and verification

First computed	2026-07-05T08:31:57.982119Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

def6abb9c9926b9e89417e0a22ff4529e39c961ad8d20be2de7492fc8703ad1a

Aliases

arxiv: 2406.09679 · arxiv_version: 2406.09679v1 · doi: 10.48550/arxiv.2406.09679 · pith_short_12: 333KXOOJSJVZ · pith_short_16: 333KXOOJSJVZ5CKB · pith_short_8: 333KXOOJ

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/333KXOOJSJVZ5CKBPYFCF72FFH \
  | 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: def6abb9c9926b9e89417e0a22ff4529e39c961ad8d20be2de7492fc8703ad1a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "34b58b9e503eb6072aff054c05827ea3f7c5f58be95709005fbb409b2bedd576",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-06-14T03:04:05Z",
    "title_canon_sha256": "5c09bdc425a60ee98562779ef9dd643461b1a019318f7060054b0e5a3bc70b3f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.09679",
    "kind": "arxiv",
    "version": 1
  }
}