Pith Number

pith:XWYOYNBF

pith:2024:XWYOYNBFLZVVL5UMDQV4W5NH7J

not attested not anchored not stored refs pending

Continual LLaVA: Continual Instruction Tuning in Large Vision-Language Models

Henghui Ding, Ian Reid, Jiahua Dong, Meng Cao, Tiancai Wang, Xiangyu Zhang, Xiaodan Liang, Yingfei Liu, Yuyang Liu

arxiv:2411.02564 v2 · 2024-11-04 · 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{XWYOYNBFLZVVL5UMDQV4W5NH7J}

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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

9 papers in Pith

Curvature-Guided Mixing for MLLM Adaptation

Hidden Forgetting in Continual Multimodal Learning: When Accuracy Survives but Grounding Fails

ECA: Efficient Continual Alignment for Open-Ended Image-to-Text Generation

Listen, Look, and Learn: Learning Without Forgetting through SAM-Audio

CRAM: Centroid-Routing and Adaptive MoE for Multimodal Continual Instruction Tuning

Receipt and verification

First computed	2026-07-05T09:33:40.309152Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bdb0ec34255e6b55f68c1c2bcb75a7fa5dc42aefecadc244912a4fc2eecad6ba

Aliases

arxiv: 2411.02564 · arxiv_version: 2411.02564v2 · doi: 10.48550/arxiv.2411.02564 · pith_short_12: XWYOYNBFLZVV · pith_short_16: XWYOYNBFLZVVL5UM · pith_short_8: XWYOYNBF

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/XWYOYNBFLZVVL5UMDQV4W5NH7J \
  | 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: bdb0ec34255e6b55f68c1c2bcb75a7fa5dc42aefecadc244912a4fc2eecad6ba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6c3ab3295d7bed20546091a132052aaf4242234a8d9efb0a3479ef44531a0571",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-04T19:55:32Z",
    "title_canon_sha256": "feaddea3892d8ab7cc5890b437dca389967a3e0b19807810d9eb09098aee385c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.02564",
    "kind": "arxiv",
    "version": 2
  }
}