Pith Number

pith:WQK2GFLX

pith:2025:WQK2GFLX2JXPV7432ZAMDIJDMI

not attested not anchored not stored refs pending

SING: Semantic Image Communications using Null-Space and INN-Guided Diffusion Models

Deniz G\"und\"uz, Di You, Jiakang Chen, Pier Luigi Dragotti, Selim F. Yilmaz

arxiv:2503.12484 v1 · 2025-03-16 · eess.IV · cs.AI · cs.IT · cs.LG · eess.SP · math.IT

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WQK2GFLX2JXPV7432ZAMDIJDMI}

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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

ICDM: Interference Cancellation Diffusion Models for Wireless Semantic Communications

Receipt and verification

First computed	2026-07-05T10:32:14.543173Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b415a31577d26efaff9bd640c1a123621caae229f2e3239147fe3fb4e349e97b

Aliases

arxiv: 2503.12484 · arxiv_version: 2503.12484v1 · doi: 10.48550/arxiv.2503.12484 · pith_short_12: WQK2GFLX2JXP · pith_short_16: WQK2GFLX2JXPV743 · pith_short_8: WQK2GFLX

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/WQK2GFLX2JXPV7432ZAMDIJDMI \
  | 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: b415a31577d26efaff9bd640c1a123621caae229f2e3239147fe3fb4e349e97b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b78ba13e4eb68c19306e15e281ac9ee2e57331d0814cc316929f8e2fda6b447c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IT",
      "cs.LG",
      "eess.SP",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2025-03-16T12:32:11Z",
    "title_canon_sha256": "99aa90820fdc2c217a017c1b75eb3bbf875821b1ab2a1437eb1ee182dd9d09cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.12484",
    "kind": "arxiv",
    "version": 1
  }
}