Pith Number

pith:E22HG6PP

pith:2020:E22HG6PPG5EIDHRDRAJSKPI6LT

not attested not anchored not stored refs pending

Incorporating Image Gradients as Secondary Input Associated with Input Image to Improve the Performance of the CNN Model

Shashi Bhushan Jha, Vijay Pandey

arxiv:2006.04570 v1 · 2020-06-05 · cs.CV · cs.LG · eess.IV

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\usepackage{pith}
\pithnumber{E22HG6PPG5EIDHRDRAJSKPI6LT}

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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

An Empirical Study of Data Scale, Model Complexity, and Input Modalities in Visual Generalization

Receipt and verification

First computed	2026-07-05T01:08:40.538601Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26b47379ef3748819e238813253d1e5cc5b4f19921a33a229e4510e000541edd

Aliases

arxiv: 2006.04570 · arxiv_version: 2006.04570v1 · doi: 10.48550/arxiv.2006.04570 · pith_short_12: E22HG6PPG5EI · pith_short_16: E22HG6PPG5EIDHRD · pith_short_8: E22HG6PP

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/E22HG6PPG5EIDHRDRAJSKPI6LT \
  | 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: 26b47379ef3748819e238813253d1e5cc5b4f19921a33a229e4510e000541edd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5db392c5b31c1a55943eda1b5406daab9ac3bf7960ff2a465a0ca2dade9717e0",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-06-05T14:01:52Z",
    "title_canon_sha256": "a42bdb11fa2effd262379544aac50306dd7cec849cf649f439776f027cad4e76"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.04570",
    "kind": "arxiv",
    "version": 1
  }
}