Pith Number

pith:V2V6H2EU

pith:2024:V2V6H2EUPSBPHRZ34QDV2DYM5I

not attested not anchored not stored refs pending

Swiss Army Knife: Synergizing Biases in Knowledge from Vision Foundation Models for Multi-Task Learning

Shengcao Cao, Yuxiang Lu, Yu-Xiong Wang

arxiv:2410.14633 v2 · 2024-10-18 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V2V6H2EUPSBPHRZ34QDV2DYM5I}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

SigLino: Efficient Multi-Teacher Distillation for Agglomerative Vision Foundation Models

Receipt and verification

First computed	2026-07-05T10:32:32.320333Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aeabe3e8947c82f3c73be4075d0f0cea147de27d9837a8567220525cf3ece277

Aliases

arxiv: 2410.14633 · arxiv_version: 2410.14633v2 · doi: 10.48550/arxiv.2410.14633 · pith_short_12: V2V6H2EUPSBP · pith_short_16: V2V6H2EUPSBPHRZ3 · pith_short_8: V2V6H2EU

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/V2V6H2EUPSBPHRZ34QDV2DYM5I \
  | 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: aeabe3e8947c82f3c73be4075d0f0cea147de27d9837a8567220525cf3ece277

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1641e75681a0d9cd3c752d3131c43afd375c3df15af2f8c7d65d672c828094a8",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-18T17:32:39Z",
    "title_canon_sha256": "f761aa85906fa66a46589709a0124820fc06e14c84c689aa75d28b88ef3d0c71"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.14633",
    "kind": "arxiv",
    "version": 2
  }
}