Pith Number

pith:UJYIT7GO

pith:2022:UJYIT7GOBLPEO6VOSYR5OGSODO

not attested not anchored not stored refs pending

Text-Only Training for Image Captioning using Noise-Injected CLIP

Amir Globerson, David Nukrai, Ron Mokady

arxiv:2211.00575 v1 · 2022-11-01 · 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{UJYIT7GOBLPEO6VOSYR5OGSODO}

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

Understanding and Improving Noisy Embedding Techniques in Instruction Finetuning

Modality Gap-Driven Subspace Alignment Training Paradigm For Multimodal Large Language Models

Receipt and verification

First computed	2026-07-05T06:59:50.304859Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a27089fcce0ade477aae9623d71a4e1bb58a6175385e01d0d4734d098fc957f0

Aliases

arxiv: 2211.00575 · arxiv_version: 2211.00575v1 · doi: 10.48550/arxiv.2211.00575 · pith_short_12: UJYIT7GOBLPE · pith_short_16: UJYIT7GOBLPEO6VO · pith_short_8: UJYIT7GO

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/UJYIT7GOBLPEO6VOSYR5OGSODO \
  | 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: a27089fcce0ade477aae9623d71a4e1bb58a6175385e01d0d4734d098fc957f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c60965cd8979e43e02fdcd56618a229283c5cbb90e70edd623746daabbc07a4c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-11-01T16:36:01Z",
    "title_canon_sha256": "36ebf2727b95b2f9492e90bd0f6ab36fec313db0abffd584d5075ef7753fb70c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.00575",
    "kind": "arxiv",
    "version": 1
  }
}