Pith Number

pith:IBXXFE3Q

pith:2022:IBXXFE3QJLRYPOH4HW2WGMWJVZ

not attested not anchored not stored refs pending

Towards a Unified View on Visual Parameter-Efficient Transfer Learning

Bruce X.B. Yu, Chang Wen Chen, Jianlong Chang, Lingbo Liu, Qi Tian

arxiv:2210.00788 v2 · 2022-10-03 · 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{IBXXFE3QJLRYPOH4HW2WGMWJVZ}

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

Structured Hyperedge Adaptation for Parameter-Efficient Fine-Tuning of Vision Transformers

Receipt and verification

First computed	2026-07-05T05:47:17.967587Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

406f7293704ae387b8fc3db56332c9ae77edf9251ffb211247476a37ebf77189

Aliases

arxiv: 2210.00788 · arxiv_version: 2210.00788v2 · doi: 10.48550/arxiv.2210.00788 · pith_short_12: IBXXFE3QJLRY · pith_short_16: IBXXFE3QJLRYPOH4 · pith_short_8: IBXXFE3Q

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/IBXXFE3QJLRYPOH4HW2WGMWJVZ \
  | 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: 406f7293704ae387b8fc3db56332c9ae77edf9251ffb211247476a37ebf77189

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "379d57124abb3acf4a8097770f5e6fba4557bb3d3678bed9b40229d97b5af583",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-10-03T09:54:39Z",
    "title_canon_sha256": "110c6ea52025e4034ff726d34a02c501edd5e83e1dd461a9111480dfefc5dbb0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.00788",
    "kind": "arxiv",
    "version": 2
  }
}