Pith Number

pith:UYYNJXFF

pith:2017:UYYNJXFF3OL7PQ6NARMV5WTYND

not attested not anchored not stored refs pending

Beyond saliency: understanding convolutional neural networks from saliency prediction on layer-wise relevance propagation

Heyi Li, Klaus Mueller, Xin Chen, Yunke Tian

arxiv:1712.08268 v5 · 2017-12-22 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UYYNJXFF3OL7PQ6NARMV5WTYND}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-05-17T23:49:53.055991Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a630d4dca5db97f7c3cd04595eda7868eebd28ed29901a5c53ca9dfac9e68ba3

Aliases

arxiv: 1712.08268 · arxiv_version: 1712.08268v5 · doi: 10.48550/arxiv.1712.08268 · pith_short_12: UYYNJXFF3OL7 · pith_short_16: UYYNJXFF3OL7PQ6N · pith_short_8: UYYNJXFF

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/UYYNJXFF3OL7PQ6NARMV5WTYND \
  | 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: a630d4dca5db97f7c3cd04595eda7868eebd28ed29901a5c53ca9dfac9e68ba3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "02d119ca3a3cc71c992efe8d354c235343fa4b6886124c098f862e57d071cedf",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2017-12-22T01:23:22Z",
    "title_canon_sha256": "e4ed5ef552dc45f2d75360e7274bb93eeff33010c991a716173a238333ca9ff9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.08268",
    "kind": "arxiv",
    "version": 5
  }
}