Pith Number

pith:2GXTN4K4

pith:2023:2GXTN4K4OEUNBG6SM66KBMGJOX

not attested not anchored not stored refs pending

Multimodal Transformers for Wireless Communications: A Case Study in Beam Prediction

Faouzi Bader, Fouzi Boukhalfa, Kebin Wu, Qiyang Zhao, Yu Tian, Zine el abidine Kherroubi

arxiv:2309.11811 v1 · 2023-09-21 · eess.SP · cs.AI

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\usepackage{pith}
\pithnumber{2GXTN4K4OEUNBG6SM66KBMGJOX}

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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

Multimodal Learning for MIMO Beam Prediction Based on Variational Inference

Knowledge Distillation for Sensing-Assisted Long-Term Beam Tracking in mmWave Communications

Transformer Architecture with Minimal Inference Latency for Multi-Modal Wireless Networks

Discrete Diffusion for Codebook-Based Beam Candidate Generation

Receipt and verification

First computed	2026-07-05T06:52:54.848936Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d1af36f15c7128d09bd267bca0b0c975fbd46ed78fcebeeb520d5b1ddf927a4e

Aliases

arxiv: 2309.11811 · arxiv_version: 2309.11811v1 · doi: 10.48550/arxiv.2309.11811 · pith_short_12: 2GXTN4K4OEUN · pith_short_16: 2GXTN4K4OEUNBG6S · pith_short_8: 2GXTN4K4

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/2GXTN4K4OEUNBG6SM66KBMGJOX \
  | 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: d1af36f15c7128d09bd267bca0b0c975fbd46ed78fcebeeb520d5b1ddf927a4e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dac27ddeb2ea1a9cc2dfe9dccbb6984c1b723f51b38b9ba1b31838605f4c8406",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2023-09-21T06:29:38Z",
    "title_canon_sha256": "22aa2b9d8b9fe951e966e3bd1d8177203b1c81f615bd411322f2267041738e8d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.11811",
    "kind": "arxiv",
    "version": 1
  }
}