Pith Number

pith:RJPV36G3

pith:2024:RJPV36G3P5EKWUCWYX33KQDB6D

not attested not anchored not stored refs pending

Generalizing Deep Learning-Based CSI Feedback in Massive MIMO via ID-Photo-Inspired Preprocessing

Rahim Tafazolli, Yi Ma, Zhenyu Liu

arxiv:2409.13494 v2 · 2024-09-20 · cs.IT · eess.SP · math.IT

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\usepackage{pith}
\pithnumber{RJPV36G3P5EKWUCWYX33KQDB6D}

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Record completeness

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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

1 paper in Pith

Enhancing Environment Generalizability for Deep Learning-Based CSI Feedback

Receipt and verification

First computed	2026-07-05T09:18:30.058545Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8a5f5df8db7f48ab5056c5f7b54061f0eee13c3a6fb5a74c739827459f1d0be9

Aliases

arxiv: 2409.13494 · arxiv_version: 2409.13494v2 · doi: 10.48550/arxiv.2409.13494 · pith_short_12: RJPV36G3P5EK · pith_short_16: RJPV36G3P5EKWUCW · pith_short_8: RJPV36G3

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/RJPV36G3P5EKWUCWYX33KQDB6D \
  | 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: 8a5f5df8db7f48ab5056c5f7b54061f0eee13c3a6fb5a74c739827459f1d0be9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bcf944ccf459405c4988a863a4508d086f5c6444d7ef19e230f40829de394df4",
    "cross_cats_sorted": [
      "eess.SP",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2024-09-20T13:33:31Z",
    "title_canon_sha256": "4487c3100c6797e8bfaaa10bc2bf7c824c0291e65bd9b4f212afdc8d38f0e5cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.13494",
    "kind": "arxiv",
    "version": 2
  }
}