Pith Number

pith:KTMV44XZ

pith:2022:KTMV44XZ6YYHPZ7GJHUWKYZUMB

not attested not anchored not stored refs pending

MaPLe: Multi-modal Prompt Learning

Fahad Shahbaz Khan, Hanoona Rasheed, Muhammad Maaz, Muhammad Uzair Khattak, Salman Khan

arxiv:2210.03117 v3 · 2022-10-06 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KTMV44XZ6YYHPZ7GJHUWKYZUMB}

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

4 papers in Pith

Domain Generalization via Text-Anchored Information Bottleneck

LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention

LAGO: Language-Guided Adaptive Object-Region Focus for Zero-Shot Visual-Text Alignment

Compared to What? Baselines and Metrics for Counterfactual Prompting

Receipt and verification

First computed	2026-07-05T05:56:54.793275Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

54d95e72f9f63077e7e649e9656334605d8e74c870f7b5d1dcaa794ead64c41a

Aliases

arxiv: 2210.03117 · arxiv_version: 2210.03117v3 · doi: 10.48550/arxiv.2210.03117 · pith_short_12: KTMV44XZ6YYH · pith_short_16: KTMV44XZ6YYHPZ7G · pith_short_8: KTMV44XZ

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/KTMV44XZ6YYHPZ7GJHUWKYZUMB \
  | 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: 54d95e72f9f63077e7e649e9656334605d8e74c870f7b5d1dcaa794ead64c41a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe001d0100706a4331c39578a67cf32953e6f3cdaabb18b9f59d4cb4c1fdd370",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-10-06T17:59:56Z",
    "title_canon_sha256": "4807122f6a965abe4c2bd2ad13b6cdc712f1c198198c2b797140ab33fefac06e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.03117",
    "kind": "arxiv",
    "version": 3
  }
}