Pith Number

pith:GDLXS2WB

pith:2014:GDLXS2WB7VWAJGYPD65XQHLSL5

not attested not anchored not stored refs pending

Deep Unfolding: Model-Based Inspiration of Novel Deep Architectures

Felix Weninger, John R. Hershey, Jonathan Le Roux

arxiv:1409.2574 v4 · 2014-09-09 · cs.LG · cs.NE · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GDLXS2WB7VWAJGYPD65XQHLSL5}

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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

5 papers in Pith

Deep Learning for CSI Feedback Based on Superimposed Coding

HyperLISTA-ABT: An Ultra-light Unfolded Network for Accurate Multi-component Differential Tomographic SAR Inversion

Mechanistic Interpretability with Sparse Autoencoder Neural Operators

CPCANet: Deep Unfolding Common Principal Component Analysis for Domain Generalization

Computationally Efficient Sparse Signal Recovery via Linear Sketching and Deep Unfolding

Receipt and verification

First computed	2026-05-18T02:33:25.046152Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30d7796ac1fd6c049b0f1fbb781d725f7e6b6b81e3d6e0de933d6bfb42fe6cfe

Aliases

arxiv: 1409.2574 · arxiv_version: 1409.2574v4 · doi: 10.48550/arxiv.1409.2574 · pith_short_12: GDLXS2WB7VWA · pith_short_16: GDLXS2WB7VWAJGYP · pith_short_8: GDLXS2WB

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/GDLXS2WB7VWAJGYPD65XQHLSL5 \
  | 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: 30d7796ac1fd6c049b0f1fbb781d725f7e6b6b81e3d6e0de933d6bfb42fe6cfe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4d6e75134112182ebe8cbb5bb47548283fa653236c983f6315dc07db9fbe7c08",
    "cross_cats_sorted": [
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2014-09-09T02:31:11Z",
    "title_canon_sha256": "dbe21c22ead38006c1f5f181e7c388a28685b472edbce77aa80eca0c06b5bcb1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1409.2574",
    "kind": "arxiv",
    "version": 4
  }
}