Pith Number

pith:HWOR3U2A

pith:2024:HWOR3U2ATQSSWABPZUT2T67RHR

not attested not anchored not stored refs pending

Linking Robustness and Generalization: A k* Distribution Analysis of Concept Clustering in Latent Space for Vision Models

Danilo Vasconcellos Vargas, Pin-Yu Chen, Shashank Kotyan

arxiv:2408.09065 v1 · 2024-08-17 · cs.CV · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HWOR3U2ATQSSWABPZUT2T67RHR}

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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

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces

Receipt and verification

First computed	2026-07-05T08:56:27.486627Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d9d1dd3409c252b002fcd27a9fbf13c57587b873954381f18f30a87f5cf8cf9

Aliases

arxiv: 2408.09065 · arxiv_version: 2408.09065v1 · doi: 10.48550/arxiv.2408.09065 · pith_short_12: HWOR3U2ATQSS · pith_short_16: HWOR3U2ATQSSWABP · pith_short_8: HWOR3U2A

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/HWOR3U2ATQSSWABPZUT2T67RHR \
  | 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: 3d9d1dd3409c252b002fcd27a9fbf13c57587b873954381f18f30a87f5cf8cf9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0acd067a854eadd3633ab5b8666423e7aec572113895670935b0a33014431678",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-08-17T01:43:51Z",
    "title_canon_sha256": "2c3161ca7189e9a95422b16954d9e18a13a97e77094da9f91717d2675d943c9d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.09065",
    "kind": "arxiv",
    "version": 1
  }
}