Pith Number

pith:X45UKV4Q

pith:2024:X45UKV4Q5K6FD7I6D7W572QJ2C

not attested not anchored not stored refs pending

LinFormer: A Linear-based Lightweight Transformer Architecture For Time-Aware MIMO Channel Prediction

Cheng-Xiang Wang, Shugong Xu, Shunqing Zhang, Yanliang Jin, Yifan Wu, Yuan Gao

arxiv:2410.21351 v1 · 2024-10-28 · cs.LG · cs.AI · cs.NI · eess.SP

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{X45UKV4Q5K6FD7I6D7W572QJ2C}

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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

1 paper in Pith

Multi-View Learning with Context-Guided Receptance for Image Denoising

Receipt and verification

First computed	2026-07-05T09:27:27.174510Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bf3b455790eabc51fd1e1feddfea09d0b373ce0155f5b8ac90fe8f68b96293fd

Aliases

arxiv: 2410.21351 · arxiv_version: 2410.21351v1 · doi: 10.48550/arxiv.2410.21351 · pith_short_12: X45UKV4Q5K6F · pith_short_16: X45UKV4Q5K6FD7I6 · pith_short_8: X45UKV4Q

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/X45UKV4Q5K6FD7I6D7W572QJ2C \
  | 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: bf3b455790eabc51fd1e1feddfea09d0b373ce0155f5b8ac90fe8f68b96293fd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c236024065c76cf849174e809fe5417c97919187e0a485f6d9930e2bec3e858b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NI",
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-28T13:04:23Z",
    "title_canon_sha256": "434242d6790dc8ab66ae5310f798142ae55789789142863668a8988eb7b5654e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.21351",
    "kind": "arxiv",
    "version": 1
  }
}