Pith Number

pith:D3UOCW4H

pith:2024:D3UOCW4HOXJTUCS4G5Z37OPOM4

not attested not anchored not stored refs pending

Are Sparse Neural Networks Better Hard Sample Learners?

Boqian Wu, Christopher Neil Gadzinski, Decebal Constantin Mocanu, Lu Yin, Mykola Pechenizkiy, Qiao Xiao, Tianjin Huang

arxiv:2409.09196 v2 · 2024-09-13 · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{D3UOCW4HOXJTUCS4G5Z37OPOM4}

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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

On the Interplay Between Sparsity and Training in Deep Reinforcement Learning

Receipt and verification

First computed	2026-07-05T09:54:28.615142Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ee8e15b8775d33a0a5c3773bfb9ee670d6f980c64b69cc291f6e8eae2c62b04

Aliases

arxiv: 2409.09196 · arxiv_version: 2409.09196v2 · doi: 10.48550/arxiv.2409.09196 · pith_short_12: D3UOCW4HOXJT · pith_short_16: D3UOCW4HOXJTUCS4 · pith_short_8: D3UOCW4H

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/D3UOCW4HOXJTUCS4G5Z37OPOM4 \
  | 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: 1ee8e15b8775d33a0a5c3773bfb9ee670d6f980c64b69cc291f6e8eae2c62b04

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ce3df9843378ac10f10d3203323b122638f9edb2bf2b9373ad5be8c03419d3e5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-09-13T21:12:18Z",
    "title_canon_sha256": "8273ce02eb5375ab00a7696ac046052e022d305f003eef6c13987b9988be8e11"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.09196",
    "kind": "arxiv",
    "version": 2
  }
}