Pith Number

pith:J4LSVS5Q

pith:2025:J4LSVS5Q73UZ6EOT5DB3UDWX32

not attested not anchored not stored refs pending

Negative to Positive Co-learning with Aggressive Modality Dropout

Minh Tran, Nicholas Magal, Riku Arakawa, Suzanne Nie

arxiv:2501.00865 v1 · 2025-01-01 · cs.CL · 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{J4LSVS5Q73UZ6EOT5DB3UDWX32}

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

MSNN-LINet: Cross-Modal Learning via Continuous Linear Integration

Receipt and verification

First computed	2026-07-05T09:56:11.260745Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4f172acbb0fee99f11d3e8c3ba0ed7dead35a57a790935958584f86ab61fdd8c

Aliases

arxiv: 2501.00865 · arxiv_version: 2501.00865v1 · doi: 10.48550/arxiv.2501.00865 · pith_short_12: J4LSVS5Q73UZ · pith_short_16: J4LSVS5Q73UZ6EOT · pith_short_8: J4LSVS5Q

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/J4LSVS5Q73UZ6EOT5DB3UDWX32 \
  | 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: 4f172acbb0fee99f11d3e8c3ba0ed7dead35a57a790935958584f86ab61fdd8c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8e9ee902daccad488f1a57502fad1a6654f900820f0a6ea630bab71e3d58aa49",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-01T15:18:23Z",
    "title_canon_sha256": "3d12546fcef191c1b68cb30b72c5122aa45c566a127249a339a3867733f4f886"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.00865",
    "kind": "arxiv",
    "version": 1
  }
}