Pith Number

pith:EN53BOIX

pith:2019:EN53BOIXFTG4ISL4E7AKLS2XIY

not attested not anchored not stored refs pending

Adaptively Sparse Transformers

Andr\'e F.T. Martins, Gon\c{c}alo M. Correia, Vlad Niculae

arxiv:1909.00015 v2 · 2019-08-30 · cs.CL · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EN53BOIXFTG4ISL4E7AKLS2XIY}

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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

8 papers in Pith

Steered Generation via Gradient-Based Optimization on Sparse Query Features

DragNUWA: Fine-grained Control in Video Generation by Integrating Text, Image, and Trajectory

Decoding the Multimodal Maze: A Systematic Review on the Adoption of Explainability in Multimodal Attention-based Models

Selectivity and Shape in the Design of Forward-Forward Goodness Functions

Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity

Receipt and verification

First computed	2026-07-05T00:02:50.351675Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

237bb0b9172ccdc4497c27c0a5cb57463f41714ebb4b26cef915c1fb9634d28e

Aliases

arxiv: 1909.00015 · arxiv_version: 1909.00015v2 · doi: 10.48550/arxiv.1909.00015 · pith_short_12: EN53BOIXFTG4 · pith_short_16: EN53BOIXFTG4ISL4 · pith_short_8: EN53BOIX

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/EN53BOIXFTG4ISL4E7AKLS2XIY \
  | 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: 237bb0b9172ccdc4497c27c0a5cb57463f41714ebb4b26cef915c1fb9634d28e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "450063a6f0c136d0bd73e650e12ecd9de492cf23782c80f67409886ce4368eea",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-08-30T18:06:14Z",
    "title_canon_sha256": "7fe316b43db7f8816ae95dbd5c039ac74ea4897c2f9dabbde334ca3c40588f49"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.00015",
    "kind": "arxiv",
    "version": 2
  }
}