Pith Number

pith:JGRRBL4T

pith:2025:JGRRBL4TESWMWJOLZ636JF54HD

not attested not anchored not stored refs pending

Analogical Learning for Cross-Scenario Generalization: Framework and Application to Intelligent Localization

Chongwen Huang, M\'erouane Debbah, Richeng Jin, Ridong Li, Yuzhi Yang, Zhaohui Yang, Zhaoyang Zhang, Ziqing Xing, Zirui Chen

arxiv:2504.08811 v2 · 2025-04-09 · cs.LG · cs.CE · eess.SP

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\usepackage{pith}
\pithnumber{JGRRBL4TESWMWJOLZ636JF54HD}

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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

4 papers in Pith

Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction

AC$^2$P$^2$SL: Adaptive Communication-Computation Pipeline Parallel Split Learning over Edge Networks

Diffusion Inpainting MIMO-OFDM Channels with Limited Noisy Observations

Geometry-Aided Channel Deduction: A Robust Channel Acquisition Framework Utilizing Coarse Scenario Prompt

Receipt and verification

First computed	2026-07-05T11:29:57.411900Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

49a310af9324accb25cbcfb7e497bc38ec3676d3d16e219fbd4213b96f957954

Aliases

arxiv: 2504.08811 · arxiv_version: 2504.08811v2 · doi: 10.48550/arxiv.2504.08811 · pith_short_12: JGRRBL4TESWM · pith_short_16: JGRRBL4TESWMWJOL · pith_short_8: JGRRBL4T

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/JGRRBL4TESWMWJOLZ636JF54HD \
  | 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: 49a310af9324accb25cbcfb7e497bc38ec3676d3d16e219fbd4213b96f957954

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "11817b5137c9a8652675732ca6e988f527c80cb9b959647df95df9d7319ab869",
    "cross_cats_sorted": [
      "cs.CE",
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-09T03:36:52Z",
    "title_canon_sha256": "ffcf912ab727a1eccedad54cb70ff774e82eab6d7470ae1eb35fbf9f943e3c0a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.08811",
    "kind": "arxiv",
    "version": 2
  }
}