Pith Number

pith:ZIYCVY6M

pith:2017:ZIYCVY6MBDRW7NAFJUPMPSP3AB

not attested not anchored not stored refs pending

Direct-Manipulation Visualization of Deep Networks

Daniel Smilkov, D. Sculley, Fernanda B. Vi\'egas, Martin Wattenberg, Shan Carter

arxiv:1708.03788 v1 · 2017-08-12 · cs.LG · cs.HC · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZIYCVY6MBDRW7NAFJUPMPSP3AB}

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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

4 papers in Pith

Visual Interaction with Deep Learning Models through Collaborative Semantic Inference

UNIPO: Unified Interactive Visual Explanation for RL Fine-Tuning Policy Optimization

Beyond Chat and Clicks: GUI Agents for In-Situ Assistance via Live Interface Transformation

Web-Gewu: A Browser-Based Interactive Playground for Robot Reinforcement Learning

Receipt and verification

First computed	2026-05-18T00:38:07.901042Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ca302ae3cc08e36fb4054d1ec7c9fb0073d4f8e715e60d2280b3414f1317d339

Aliases

arxiv: 1708.03788 · arxiv_version: 1708.03788v1 · doi: 10.48550/arxiv.1708.03788 · pith_short_12: ZIYCVY6MBDRW · pith_short_16: ZIYCVY6MBDRW7NAF · pith_short_8: ZIYCVY6M

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/ZIYCVY6MBDRW7NAFJUPMPSP3AB \
  | 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: ca302ae3cc08e36fb4054d1ec7c9fb0073d4f8e715e60d2280b3414f1317d339

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ff0bd52b79f629ccb2830ba5492425b7ffc27bbe5248dfde24f44d1afc425b71",
    "cross_cats_sorted": [
      "cs.HC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-08-12T15:36:26Z",
    "title_canon_sha256": "eeefe49bb57c094af3e7c12c820df85f0b1204c196b7bae3f1602100b4cddd61"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1708.03788",
    "kind": "arxiv",
    "version": 1
  }
}