Pith Number

pith:IUMKP63W

pith:2024:IUMKP63WFEPVDM6R2CADPK34RG

not attested not anchored not stored refs pending

Synergy and Diversity in CLIP: Enhancing Performance Through Adaptive Backbone Ensembling

Anton van den Hengel, Cristian Rodriguez-Opazo, Damien Teney, Edison Marrese-Taylor, Ehsan Abbasnejad, Hamed Damirchi

arxiv:2405.17139 v2 · 2024-05-27 · 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{IUMKP63WFEPVDM6R2CADPK34RG}

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.

Receipt and verification

First computed	2026-07-05T10:14:40.748649Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4518a7fb76291f51b3d1d08037ab7c89a53e20ade2c5b68f9bc5d5aff40b7337

Aliases

arxiv: 2405.17139 · arxiv_version: 2405.17139v2 · doi: 10.48550/arxiv.2405.17139 · pith_short_12: IUMKP63WFEPV · pith_short_16: IUMKP63WFEPVDM6R · pith_short_8: IUMKP63W

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/IUMKP63WFEPVDM6R2CADPK34RG \
  | 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: 4518a7fb76291f51b3d1d08037ab7c89a53e20ade2c5b68f9bc5d5aff40b7337

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82621260b4e53a009e45959200b196b791292f22224eaa724f8d121e9a22f8a5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-05-27T12:59:35Z",
    "title_canon_sha256": "c92aab4bf029ba66b17f1e2e7ada8e7ce0f41575e5d56ce9b70120f32a84466a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.17139",
    "kind": "arxiv",
    "version": 2
  }
}