Pith Number

pith:B35VIPLI

pith:2023:B35VIPLI2BNQF2TH4A26MSV3ZM

not attested not anchored not stored refs pending

Understanding Unimodal Bias in Multimodal Deep Linear Networks

Andrew Saxe, Peter E. Latham, Yedi Zhang

arxiv:2312.00935 v2 · 2023-12-01 · 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{B35VIPLI2BNQF2TH4A26MSV3ZM}

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

Balancing Multimodal Learning through Label Space Reshaping

Receipt and verification

First computed	2026-07-05T08:49:27.118681Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0efb543d68d05b02ea67e035e64abbcb17c294901fc7f398f2ed79b8115d73e9

Aliases

arxiv: 2312.00935 · arxiv_version: 2312.00935v2 · doi: 10.48550/arxiv.2312.00935 · pith_short_12: B35VIPLI2BNQ · pith_short_16: B35VIPLI2BNQF2TH · pith_short_8: B35VIPLI

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/B35VIPLI2BNQF2TH4A26MSV3ZM \
  | 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: 0efb543d68d05b02ea67e035e64abbcb17c294901fc7f398f2ed79b8115d73e9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "343d2da7d01f52936281a28763218577985a1ad1d77214e6bc12bd0b063d7921",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-01T21:29:54Z",
    "title_canon_sha256": "1564d4ac1b11c74af2f675d07081393ed58da83c9e4256c1b8c68d0dc35ee54b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.00935",
    "kind": "arxiv",
    "version": 2
  }
}