Pith Number

pith:EUITVQY3

pith:2025:EUITVQY3YMY3BEIEYWHUMRGIC7

not attested not anchored not stored refs pending

Continual Learning for Generative AI: From LLMs to MLLMs and Beyond

Cheng-Lin Liu, Da-Han Wang, Fanhu Zeng, Fei Zhu, Haiyang Guo, Hongbo Zhao, Jiayi Wang, Jingang Zhou, Shijie Ma, Wenzhuo Liu, Xukai Wang, Xu-Yao Zhang

arxiv:2506.13045 v4 · 2025-06-16 · cs.LG · 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{EUITVQY3YMY3BEIEYWHUMRGIC7}

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

Towards Continual Motion-Language Agents: LoRA Variants for Incremental Motion Understanding and Generation

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

Dynamic Cross-Modal Prompt Generation for Multimodal Continual Instruction Tuning

Receipt and verification

First computed	2026-07-05T11:58:31.413908Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

25113ac31bc331b09104c58f4644c817d4a576a8850efe955880bd659b9fa819

Aliases

arxiv: 2506.13045 · arxiv_version: 2506.13045v4 · doi: 10.48550/arxiv.2506.13045 · pith_short_12: EUITVQY3YMY3 · pith_short_16: EUITVQY3YMY3BEIE · pith_short_8: EUITVQY3

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/EUITVQY3YMY3BEIEYWHUMRGIC7 \
  | 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: 25113ac31bc331b09104c58f4644c817d4a576a8850efe955880bd659b9fa819

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "150c0229e45b79ccd336ac4d9e3eada5178c1d846d4d036802daba80a7ce18bd",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-16T02:27:25Z",
    "title_canon_sha256": "eaaa352a984f225a9071e18252d35d2a87aafad3f883b916b7aa98a75c732e92"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.13045",
    "kind": "arxiv",
    "version": 4
  }
}