Pith Number

pith:T6WW5773

pith:2022:T6WW5773P3EVINXWLOEP4LQMPI

not attested not anchored not stored refs pending

DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Change Detection

Nithin Gopalakrishnan Nair, Vishal M. Patel, Wele Gedara Chaminda Bandara

arxiv:2206.11892 v3 · 2022-06-23 · cs.CV · cs.LG

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\usepackage{pith}
\pithnumber{T6WW5773P3EVINXWLOEP4LQMPI}

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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

Building Change Detection in Earthquake: A Multi-Scale Interaction Network and A Change Detection Dataset

Content-Induced Spatial-Spectral Aggregation Network for Change Detection in Remote Sensing Images

FAF-CD: Frequency-Aware Fusion for Change Detection under Imperfect Multimodal Remote Sensing

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

COP-GEN: Latent Diffusion Transformer for Copernicus Earth Observation Data

Receipt and verification

First computed	2026-07-05T07:32:56.121196Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9fad6efffb7ec95436f65b88fe2e0c7a0d99a35f5916038392a785a7caa7e57d

Aliases

arxiv: 2206.11892 · arxiv_version: 2206.11892v3 · doi: 10.48550/arxiv.2206.11892 · pith_short_12: T6WW5773P3EV · pith_short_16: T6WW5773P3EVINXW · pith_short_8: T6WW5773

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/T6WW5773P3EVINXWLOEP4LQMPI \
  | 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: 9fad6efffb7ec95436f65b88fe2e0c7a0d99a35f5916038392a785a7caa7e57d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "815b40df138c583f840887c9a07eb72203b7bc09ac6daedb3e1f54abb4bdd80b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-06-23T17:58:29Z",
    "title_canon_sha256": "bfc1fd3f487f0800586769abe91e2184b40fca11bac6dfde3874d5e8fba56e87"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.11892",
    "kind": "arxiv",
    "version": 3
  }
}