Pith Number

pith:D6UVMQXZ

pith:2019:D6UVMQXZBR7FL7ZHMWSH4KRIDI

not attested not anchored not stored refs pending

Improving Image-Based Localization with Deep Learning: The Impact of the Loss Function

Isaac Ronald Ward, M. A. Asim K. Jalwana, Mohammed Bennamoun

arxiv:1905.03692 v2 · 2019-04-28 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{D6UVMQXZBR7FL7ZHMWSH4KRIDI}

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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

RGB-D image-based Object Detection: from Traditional Methods to Deep Learning Techniques

Receipt and verification

First computed	2026-05-17T23:39:24.177533Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1fa95642f90c7e55ff2765a47e2a281a21b19b2cdf82d6ae922dcf47ae4f2ad4

Aliases

arxiv: 1905.03692 · arxiv_version: 1905.03692v2 · doi: 10.48550/arxiv.1905.03692 · pith_short_12: D6UVMQXZBR7F · pith_short_16: D6UVMQXZBR7FL7ZH · pith_short_8: D6UVMQXZ

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/D6UVMQXZBR7FL7ZHMWSH4KRIDI \
  | 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: 1fa95642f90c7e55ff2765a47e2a281a21b19b2cdf82d6ae922dcf47ae4f2ad4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c4b6323d3bf07be83c34a84f6e9af4e4e402fb1f36c4d660047fe11479ec40d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-04-28T05:47:37Z",
    "title_canon_sha256": "1b6120d174555c72935e74da42d7c77799e2a8ac422f8e5ca8a1a82aeb7afc15"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.03692",
    "kind": "arxiv",
    "version": 2
  }
}