Pith Number

pith:PFLIQT5V

pith:2015:PFLIQT5V4TIUWCQUVEVC2DFS5G

not attested not anchored not stored refs pending

A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation

Alexey Dosovitskiy, Daniel Cremers, Eddy Ilg, Nikolaus Mayer, Philip H\"ausser, Philipp Fischer, Thomas Brox

arxiv:1512.02134 v1 · 2015-12-07 · cs.CV · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{PFLIQT5V4TIUWCQUVEVC2DFS5G}

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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

3 papers in Pith

Scene Motion Decomposition for Learnable Visual Odometry

SynFlow: Scaling Up LiDAR Scene Flow Estimation with Synthetic Data

Attention-Guided Dual-Stream Learning for Group Engagement Recognition: Fusing Transformer-Encoded Motion Dynamics with Scene Context via Adaptive Gating

Receipt and verification

First computed	2026-05-18T00:25:44.571380Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7956884fb5e4d14b0a14a92a2d0cb2e9874c7c70e26c7367d5b356a72348ba52

Aliases

arxiv: 1512.02134 · arxiv_version: 1512.02134v1 · doi: 10.48550/arxiv.1512.02134 · pith_short_12: PFLIQT5V4TIU · pith_short_16: PFLIQT5V4TIUWCQU · pith_short_8: PFLIQT5V

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/PFLIQT5V4TIUWCQUVEVC2DFS5G \
  | 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: 7956884fb5e4d14b0a14a92a2d0cb2e9874c7c70e26c7367d5b356a72348ba52

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "241d9bd19f6dc4f06bf8ac6b4892a8603dec078c789e66f1450031ee3262c1cf",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2015-12-07T17:35:00Z",
    "title_canon_sha256": "71986ac648c7043a9808d036519df8edf6dda36f7e225ad167736b20d3d4a8ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1512.02134",
    "kind": "arxiv",
    "version": 1
  }
}