Pith Number

pith:RIL5RORU

pith:2024:RIL5RORUGFMXPMV5ARNYY4ICHL

not attested not anchored not stored refs pending

GeoLLaVA: Efficient Fine-Tuned Vision-Language Models for Temporal Change Detection in Remote Sensing

Ahmed Aboeitta, Ahmed Sharshar, Hosam Elgendy, Mohsen Guizani, Yasser Ashraf

arxiv:2410.19552 v2 · 2024-10-25 · cs.CV

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\usepackage{pith}
\pithnumber{RIL5RORUGFMXPMV5ARNYY4ICHL}

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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

Earth-OneVision: Extending Remote Sensing Multimodal Large Language Models to More Sensor Modalities and Tasks

HiSem: Hierarchical Semantic Disentangling for Remote Sensing Image Change Captioning

ChatENV: An Interactive Vision-Language Model for Sensor-Guided Environmental Monitoring and Scenario Simulation

A Multi-Agent Feedback System for Detecting and Describing News Events in Satellite Imagery

HM-Bench: A Comprehensive Benchmark for Multimodal Large Language Models in Hyperspectral Remote Sensing

Receipt and verification

First computed	2026-07-05T11:07:15.986908Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8a17d8ba34315977b2bd045b8c71023ad8b04f9766a118491a09a41df372b9bf

Aliases

arxiv: 2410.19552 · arxiv_version: 2410.19552v2 · doi: 10.48550/arxiv.2410.19552 · pith_short_12: RIL5RORUGFMX · pith_short_16: RIL5RORUGFMXPMV5 · pith_short_8: RIL5RORU

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/RIL5RORUGFMXPMV5ARNYY4ICHL \
  | 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: 8a17d8ba34315977b2bd045b8c71023ad8b04f9766a118491a09a41df372b9bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb6dd2d308b82f8b4f3f075d540eefe5adc81e3f8132ad085b1dadb9c4fddac4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-25T13:26:32Z",
    "title_canon_sha256": "94d9a005a96257fc3079552a037d643bf3d69c1aaec340e8d7ae4ddd215d853e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.19552",
    "kind": "arxiv",
    "version": 2
  }
}