Pith Number

pith:SEKRBCZZ

pith:2023:SEKRBCZZIJ4JO7N6HFLX4F4MWY

not attested not anchored not stored refs pending

Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE

Huayang Liu, Jing Shao, Lu Sheng, Si Liu, Wanli Ouyang, Yu Qiao, Zeren Chen, Zhenfei Yin, Zhen Wang, Ziqin Wang

arxiv:2311.02684 v3 · 2023-11-05 · cs.CV · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SEKRBCZZIJ4JO7N6HFLX4F4MWY}

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

3 papers in Pith

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

Little by Little: Continual Learning via Incremental Mixture of Rank-1 Associative Memory Experts

LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing

Receipt and verification

First computed	2026-07-05T09:39:51.683871Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9115108b394278977dbe39577e178cb60acb399f23d13043100bda512687b624

Aliases

arxiv: 2311.02684 · arxiv_version: 2311.02684v3 · doi: 10.48550/arxiv.2311.02684 · pith_short_12: SEKRBCZZIJ4J · pith_short_16: SEKRBCZZIJ4JO7N6 · pith_short_8: SEKRBCZZ

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/SEKRBCZZIJ4JO7N6HFLX4F4MWY \
  | 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: 9115108b394278977dbe39577e178cb60acb399f23d13043100bda512687b624

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c43589258cd29e38051ae633fc694cca2445c14b7aa5eed022eb93d66e1f484f",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-11-05T15:48:29Z",
    "title_canon_sha256": "ed0cfcd4ba4bd4979268f21e6c88b2769e6cfc8a1970addc9d39c77f7d4e89c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.02684",
    "kind": "arxiv",
    "version": 3
  }
}