Pith Number

pith:YXHPJ6LI

pith:2024:YXHPJ6LINTE4Q65AWNA4BI5JNE

not attested not anchored not stored refs pending

CLIP the Bias: How Useful is Balancing Data in Multimodal Learning?

Alexander D'Amour, Andreas Steiner, Ibrahim Alabdulmohsin, Priya Goyal, Xiaohua Zhai, Xiao Wang

arxiv:2403.04547 v1 · 2024-03-07 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YXHPJ6LINTE4Q65AWNA4BI5JNE}

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

2 papers in Pith

Neutral-Reference Prompting for Vision-Language Models

Concrete Jungle: Towards Concreteness Paved Contrastive Negative Mining for Compositional Understanding

Receipt and verification

First computed	2026-07-05T07:53:24.876030Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c5cef4f9686cc9c87ba0b341c0a3a969188ec95a3ed586ad29e85ce12406a218

Aliases

arxiv: 2403.04547 · arxiv_version: 2403.04547v1 · doi: 10.48550/arxiv.2403.04547 · pith_short_12: YXHPJ6LINTE4 · pith_short_16: YXHPJ6LINTE4Q65A · pith_short_8: YXHPJ6LI

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/YXHPJ6LINTE4Q65AWNA4BI5JNE \
  | 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: c5cef4f9686cc9c87ba0b341c0a3a969188ec95a3ed586ad29e85ce12406a218

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0f6ab4fd47763af6c26348a738208759f8013ec02e8993f821c9be7946771250",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-07T14:43:17Z",
    "title_canon_sha256": "9f1cb845f2b8c44b3019121b506414bec20618ddaa1dab96cf77fc72e58c223c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.04547",
    "kind": "arxiv",
    "version": 1
  }
}