Pith Number

pith:N65LHX4S

pith:2022:N65LHX4SUL6KBXHYQGST4274YZ

not attested not anchored not stored refs pending

Defects of Convolutional Decoder Networks in Frequency Representation

Ling Tang, Quanshi Zhang, Wen Shen, Yuefeng Chen, Zhanpeng Zhou

arxiv:2210.09020 v2 · 2022-10-17 · cs.LG · cs.AI · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{N65LHX4SUL6KBXHYQGST4274YZ}

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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

Adaptive High-Pass Kernel Prediction for Efficient Video Deblurring

Receipt and verification

First computed	2026-07-05T07:18:54.668829Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6fbab3df92a2fca0dcf881a53e6bfcc64d8322c17601630c577b8dee415e9e08

Aliases

arxiv: 2210.09020 · arxiv_version: 2210.09020v2 · doi: 10.48550/arxiv.2210.09020 · pith_short_12: N65LHX4SUL6K · pith_short_16: N65LHX4SUL6KBXHY · pith_short_8: N65LHX4S

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/N65LHX4SUL6KBXHYQGST4274YZ \
  | 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: 6fbab3df92a2fca0dcf881a53e6bfcc64d8322c17601630c577b8dee415e9e08

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7b187760cbf52aa376a894a0dc142351159c8b60b7e2ddef0633be4ba4d28a71",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-17T12:42:29Z",
    "title_canon_sha256": "5970a0a0186ed36aa93a940976b451787eff6ff605210cdc36aff4d30158604b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.09020",
    "kind": "arxiv",
    "version": 2
  }
}