Pith Number

pith:NZJTFBML

pith:2020:NZJTFBMLVSPLBVUMFR4HQUMVNJ

not attested not anchored not stored refs pending

Semantically-Guided Representation Learning for Self-Supervised Monocular Depth

Adrien Gaidon, Jie Li, Rares Ambrus, Rui Hou, Vitor Guizilini

arxiv:2002.12319 v1 · 2020-02-27 · cs.CV · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NZJTFBMLVSPLBVUMFR4HQUMVNJ}

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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

6 papers in Pith

SS3D: End2End Self-Supervised 3D from Web Videos

Improved monocular depth prediction using distance transform over pre-semantic contours with self-supervised neural networks

SS3D: End2End Self-Supervised 3D from Web Videos

Adaptive Depth-converted-Scale Convolution for Self-supervised Monocular Depth Estimation

Receipt and verification

First computed	2026-07-05T00:44:22.935682Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6e5332858bac9eb0d68c2c787851956a45dc9a794d73ec46314d92073c5b58f6

Aliases

arxiv: 2002.12319 · arxiv_version: 2002.12319v1 · doi: 10.48550/arxiv.2002.12319 · pith_short_12: NZJTFBMLVSPL · pith_short_16: NZJTFBMLVSPLBVUM · pith_short_8: NZJTFBML

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/NZJTFBMLVSPLBVUMFR4HQUMVNJ \
  | 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: 6e5332858bac9eb0d68c2c787851956a45dc9a794d73ec46314d92073c5b58f6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7da92c67a09120b174ab888f56fa8b306b9941705b593e51801f69f232832dfb",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-02-27T18:40:10Z",
    "title_canon_sha256": "17407fb5ffec1995f8f883cb899cf769256585a8e502745a1c6475bc0e6c21b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.12319",
    "kind": "arxiv",
    "version": 1
  }
}