Pith Number

pith:WAS3QMFL

pith:2020:WAS3QMFLV4PR6VYV6YDVPXBSCC

not attested not anchored not stored refs pending

Adversarial TCAV -- Robust and Effective Interpretation of Intermediate Layers in Neural Networks

Chua Tat Seng, Jimmy D. Moore, Naresh Shah, Rahul Soni

arxiv:2002.03549 v2 · 2020-02-10 · cs.LG · cs.CV · 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{WAS3QMFLV4PR6VYV6YDVPXBSCC}

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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

2 papers in Pith

$\alpha$-TCAV: A Unified Framework for Testing with Concept Activation Vectors

A High-Resolution Landscape Dataset for Concept-Based XAI With Application to Species Distribution Models

Receipt and verification

First computed	2026-07-05T00:43:58.030958Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b025b830abaf1f1f5715f60757dc3210bc2b4aa5360184c80b595795046a5003

Aliases

arxiv: 2002.03549 · arxiv_version: 2002.03549v2 · doi: 10.48550/arxiv.2002.03549 · pith_short_12: WAS3QMFLV4PR · pith_short_16: WAS3QMFLV4PR6VYV · pith_short_8: WAS3QMFL

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/WAS3QMFLV4PR6VYV6YDVPXBSCC \
  | 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: b025b830abaf1f1f5715f60757dc3210bc2b4aa5360184c80b595795046a5003

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "83ff92ad1d1d862c5a38c4a6f9d034cb877ba7bf0b6a2430b75ba42a4d103519",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-10T05:15:03Z",
    "title_canon_sha256": "19bf730c6b6d50222f0be4d3a95eeb9367a4b053d239138e407d8be44636f287"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.03549",
    "kind": "arxiv",
    "version": 2
  }
}