Pith Number

pith:HA7FR76P

pith:2014:HA7FR76PUB4J456WRSUETDVP4A

not attested not anchored not stored refs pending

Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs

Alan L. Yuille, George Papandreou, Iasonas Kokkinos, Kevin Murphy, Liang-Chieh Chen

arxiv:1412.7062 v4 · 2014-12-22 · cs.CV · cs.LG · cs.NE

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\usepackage{pith}
\pithnumber{HA7FR76PUB4J456WRSUETDVP4A}

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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

12 papers in Pith

A Regularized Convolutional Neural Network for Semantic Image Segmentation

VGGT-Segmentor: Geometry-Enhanced Cross-View Segmentation

A review on deep learning techniques for 3D sensed data classification

Understanding Deep Learning Techniques for Image Segmentation

News Cover Assessment via Multi-task Learning

Receipt and verification

First computed	2026-05-18T01:12:50.016568Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

383e58ffcfa0789e77d68ca8498eafe02dd3f846c4c46d0b391bac297a25b5bd

Aliases

arxiv: 1412.7062 · arxiv_version: 1412.7062v4 · doi: 10.48550/arxiv.1412.7062 · pith_short_12: HA7FR76PUB4J · pith_short_16: HA7FR76PUB4J456W · pith_short_8: HA7FR76P

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/HA7FR76PUB4J456WRSUETDVP4A \
  | 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: 383e58ffcfa0789e77d68ca8498eafe02dd3f846c4c46d0b391bac297a25b5bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3681bf5b83ebf652eb276e9f9bb20a0aa94e1af1295e8a243b269355b3106504",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2014-12-22T17:18:33Z",
    "title_canon_sha256": "cd33ddecc40799d0fdd86e3d62b146b99141c97c46e287ec01fe18098fb8709e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1412.7062",
    "kind": "arxiv",
    "version": 4
  }
}