Pith Number

pith:3IS7HXJD

pith:2025:3IS7HXJDZCVPSPKHYBFX5HCKEB

not attested not anchored not stored refs pending

LLaVA-c: Continual Improved Visual Instruction Tuning

Cheng-Lin Liu, Fei Zhu, Haiyang Guo, Longhui Wei, Wenzhuo Liu

arxiv:2506.08666 v2 · 2025-06-10 · 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{3IS7HXJDZCVPSPKHYBFX5HCKEB}

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

5 papers in Pith

GUI-AC: Enhancing Continual Learning in GUI Agents

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

ProtoAda: Prototype-Guided Adaptive Adapter Expansion and Geometric Consolidation for Multimodal Continual Instruction Tuning

C-NAV: Towards Self-Evolving Continual Object Navigation in Open World

The Blind Spot of Adaptation: Quantifying and Mitigating Forgetting in Fine-tuned Driving Models

Receipt and verification

First computed	2026-07-05T11:20:56.062457Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da25f3dd23c8aaf93d47c04b7e9c4a204e21ca93d77d5692a4c40f5385cec146

Aliases

arxiv: 2506.08666 · arxiv_version: 2506.08666v2 · doi: 10.48550/arxiv.2506.08666 · pith_short_12: 3IS7HXJDZCVP · pith_short_16: 3IS7HXJDZCVPSPKH · pith_short_8: 3IS7HXJD

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/3IS7HXJDZCVPSPKHYBFX5HCKEB \
  | 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: da25f3dd23c8aaf93d47c04b7e9c4a204e21ca93d77d5692a4c40f5385cec146

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "84034976c242d38ceb243e803766bc5c33873321d43f22ed0019d52e0f3163c8",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-10T10:27:52Z",
    "title_canon_sha256": "bc1e5b8fd40d8cd2ad31ab790a22128f819b1629e935b60516738674a658d43d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.08666",
    "kind": "arxiv",
    "version": 2
  }
}