Pith Number

pith:A5PSI4BX

pith:2024:A5PSI4BXJQIOX5HZHPLFB7GVQ6

not attested not anchored not stored refs pending

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset

Baochang Zhang, Mingze Wang, Sheng Xu, Yanjing Li, Zhiming Wang

arxiv:2411.11360 v1 · 2024-11-18 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{A5PSI4BXJQIOX5HZHPLFB7GVQ6}

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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

5 papers in Pith

RSICCLLM: A Multimodal Large Language Model for Remote Sensing Image Change Captioning

HiSem: Hierarchical Semantic Disentangling for Remote Sensing Image Change Captioning

JL1-CC&QA: Extending the JL1-CD Benchmark with Change Captioning and Question Answering

ChangeQuery: Advancing Remote Sensing Change Analysis for Natural and Human-Induced Disasters from Visual Detection to Semantic Understanding

Decoding the Delta: Unifying Remote Sensing Change Detection and Understanding with Multimodal Large Language Models

Receipt and verification

First computed	2026-07-05T09:36:55.151143Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

075f2470374c10ebf4f93bd650fcd58782640fd2152ff5e2cba6989fec7fcf02

Aliases

arxiv: 2411.11360 · arxiv_version: 2411.11360v1 · doi: 10.48550/arxiv.2411.11360 · pith_short_12: A5PSI4BXJQIO · pith_short_16: A5PSI4BXJQIOX5HZ · pith_short_8: A5PSI4BX

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/A5PSI4BXJQIOX5HZHPLFB7GVQ6 \
  | 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: 075f2470374c10ebf4f93bd650fcd58782640fd2152ff5e2cba6989fec7fcf02

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7ca81613ea8e6b4c0fad327a0e900d7a4bba1c8b254e0d6249610ca65e05332",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-18T08:10:49Z",
    "title_canon_sha256": "b070758b1e2a1a5aae11324c48e573397ecc143aa773876fa223d0ea6a76dc03"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.11360",
    "kind": "arxiv",
    "version": 1
  }
}