Pith Number

pith:PDCYIKFF

pith:2024:PDCYIKFFMHIKRG23HVUTGXJV3D

not attested not anchored not stored refs pending

Sparse autoencoders reveal selective remapping of visual concepts during adaptation

Hyesu Lim, Jaegul Choo, Jinho Choi, Steffen Schneider

arxiv:2412.05276 v2 · 2024-12-06 · cs.CV · cs.LG

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\usepackage{pith}
\pithnumber{PDCYIKFFMHIKRG23HVUTGXJV3D}

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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

Extraction and Analysis of Multimodal Concepts in Vision Language Models through Sparse Autoencoders

Beyond Interpretability: When, Why, and How Sparse Autoencoders Enable Label-Free Visual Steering

GeoSAE: Geometric Prior-Guided Layer-Wise Sparse Autoencoder Annotation of Brain MRI Foundation Models

Can Cross-Layer Transcoders Replace Vision Transformer Activations? An Interpretable Perspective on Vision

Latent Anomaly Knowledge Excavation: Unveiling Sparse Sensitive Neurons in Vision-Language Models

Receipt and verification

First computed	2026-07-05T10:36:32.535976Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

78c58428a561d0a89b5b3d69335d35d8e850b4f9d70b8d7dbd4e1dfe105e7b04

Aliases

arxiv: 2412.05276 · arxiv_version: 2412.05276v2 · doi: 10.48550/arxiv.2412.05276 · pith_short_12: PDCYIKFFMHIK · pith_short_16: PDCYIKFFMHIKRG23 · pith_short_8: PDCYIKFF

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/PDCYIKFFMHIKRG23HVUTGXJV3D \
  | 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: 78c58428a561d0a89b5b3d69335d35d8e850b4f9d70b8d7dbd4e1dfe105e7b04

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "023ba691df7465dbe59baff2687d6fc2b8c3281ddee7d51fdf816e0d9a765874",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-06T18:59:51Z",
    "title_canon_sha256": "3f17586abca0d1cc8a399a29b3fcd68946598bf6f02371b382e0be576131a73e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.05276",
    "kind": "arxiv",
    "version": 2
  }
}